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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# ASTR 596: FDS Homework 6+7: Gaussian Processes (200 pts)\n",
+ "\n",
+ "### This is a double HW set so you get extra time - until reading day (May 4th, 2023) at noon to do it. \n",
+ "### After that, it's finals time. \n",
+ "\n",
+ "\n",
+ "# P1. Gaussian Processes\n",
+ "\n",
+ "### Last HW, you worked on finding periodic planet signals in the light curve of Kepler-90, a star that is photometrically stable. The periodogram worked nicely because \n",
+ "\n",
+ "### a) we cleaned the light curve to squelch red noise\n",
+ "### b) the signals really were periodic and we could implictly make a strong assumption about the covariance between points.\n",
+ "\n",
+ "### Life gets harder when the star itself has quasi-periodic variations because it has a magnetic field and is rotating (ruh oh...) "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 80,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Using matplotlib backend: nbAgg\n",
+ "%pylab is deprecated, use %matplotlib inline and import the required libraries.\n",
+ "Populating the interactive namespace from numpy and matplotlib\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/IPython/core/magics/pylab.py:162: UserWarning: pylab import has clobbered these variables: ['box', 'hexbin']\n",
+ "`%matplotlib` prevents importing * from pylab and numpy\n",
+ " warn(\"pylab import has clobbered these variables: %s\" % clobbered +\n"
+ ]
+ }
+ ],
+ "source": [
+ "%matplotlib notebook\n",
+ "%pylab\n",
+ "\n",
+ "from astropy.table import Table\n",
+ "import scipy.stats as st\n",
+ "import sklearn\n",
+ "import sklearn.ensemble"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 81,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
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+ "
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+ "
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+ "
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float64
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+ "
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+ ],
+ "text/plain": [
+ "
\n",
+ " time flux error quarter\n",
+ " float64 float64 float64 int64 \n",
+ "----------------- ---------------- ------------------ -------\n",
+ "539.4710179205795 5221.16455078125 4.891251087188721 6\n",
+ "539.4914521464307 5216.07958984375 4.892819404602051 6\n",
+ "539.5118864718097 5225.43359375 4.891888618469238 6\n",
+ "539.5323205971945 5233.111328125 4.892074108123779 6\n",
+ "539.5527548221144 5221.17333984375 4.891964435577393 6\n",
+ " 539.573189147035 5220.09521484375 4.891523361206055 6\n",
+ "539.5936232714812 5222.14208984375 4.893854141235352 6\n",
+ "539.6140574957026 5224.57958984375 4.893648147583008 6\n",
+ "539.6344918194518 5223.78564453125 4.894421100616455 6\n",
+ " ... ... ... ...\n",
+ "905.7431114583233 5863.63427734375 4.119894027709961 9\n",
+ "905.7635458554214 5867.2041015625 4.1199517250061035 9\n",
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+ "905.8044143491425 5862.43798828125 4.119598388671875 9\n",
+ " 905.824848745775 5863.95458984375 4.118742942810059 9\n",
+ " 905.845282941933 5870.349609375 4.119640827178955 9\n",
+ " 905.865717337867 5867.27099609375 4.119102478027344 9\n",
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+ "905.9270202242624 5861.61572265625 4.119407653808594 9"
+ ]
+ },
+ "execution_count": 81,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "tab = Table.read('KIC2157356.txt',format='ascii')\n",
+ "tab['quarter'] = tab['quarter'].astype('int')\n",
+ "tab"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 82,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "application/javascript": [
+ "/* Put everything inside the global mpl namespace */\n",
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+ " if (typeof WebSocket !== 'undefined') {\n",
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+ " 'Please try Chrome, Safari or Firefox ≥ 6. ' +\n",
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+ " fig.ws.close();\n",
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+ "mpl.figure.prototype._init_header = function () {\n",
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+ " titlebar.classList =\n",
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+ " titletext.classList = 'ui-dialog-title';\n",
+ " titletext.setAttribute(\n",
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+ " );\n",
+ " titlebar.appendChild(titletext);\n",
+ " this.root.appendChild(titlebar);\n",
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+ "mpl.figure.prototype._init_canvas = function () {\n",
+ " var fig = this;\n",
+ "\n",
+ " var canvas_div = (this.canvas_div = document.createElement('div'));\n",
+ " canvas_div.setAttribute('tabindex', '0');\n",
+ " canvas_div.setAttribute(\n",
+ " 'style',\n",
+ " 'border: 1px solid #ddd;' +\n",
+ " 'box-sizing: content-box;' +\n",
+ " 'clear: both;' +\n",
+ " 'min-height: 1px;' +\n",
+ " 'min-width: 1px;' +\n",
+ " 'outline: 0;' +\n",
+ " 'overflow: hidden;' +\n",
+ " 'position: relative;' +\n",
+ " 'resize: both;' +\n",
+ " 'z-index: 2;'\n",
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+ "\n",
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+ " return function (event) {\n",
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+ " canvas.classList.add('mpl-canvas');\n",
+ " canvas.setAttribute(\n",
+ " 'style',\n",
+ " 'box-sizing: content-box;' +\n",
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+ " 'canvas'\n",
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+ " rubberband_canvas.setAttribute(\n",
+ " 'style',\n",
+ " 'box-sizing: content-box;' +\n",
+ " 'left: 0;' +\n",
+ " 'pointer-events: none;' +\n",
+ " 'position: absolute;' +\n",
+ " 'top: 0;' +\n",
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+ " * https://bugs.webkit.org/show_bug.cgi?id=181818\n",
+ " * The worst that happens here is that they get an extra browser\n",
+ " * selection when dragging, if this check fails to catch them.\n",
+ " */\n",
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+ "};\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function () {\n",
+ " var fig = this;\n",
+ "\n",
+ " var toolbar = document.createElement('div');\n",
+ " toolbar.classList = 'mpl-toolbar';\n",
+ " this.root.appendChild(toolbar);\n",
+ "\n",
+ " function on_click_closure(name) {\n",
+ " return function (_event) {\n",
+ " return fig.toolbar_button_onclick(name);\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " function on_mouseover_closure(tooltip) {\n",
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+ " if (!event.currentTarget.disabled) {\n",
+ " return fig.toolbar_button_onmouseover(tooltip);\n",
+ " }\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " fig.buttons = {};\n",
+ " var buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'mpl-button-group';\n",
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+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ " buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'mpl-button-group';\n",
+ " continue;\n",
+ " }\n",
+ "\n",
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+ " button.classList = 'mpl-widget';\n",
+ " button.setAttribute('role', 'button');\n",
+ " button.setAttribute('aria-disabled', 'false');\n",
+ " button.addEventListener('click', on_click_closure(method_name));\n",
+ " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
+ "\n",
+ " var icon_img = document.createElement('img');\n",
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+ " status_bar.classList = 'mpl-message';\n",
+ " toolbar.appendChild(status_bar);\n",
+ " this.message = status_bar;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.request_resize = function (x_pixels, y_pixels) {\n",
+ " // Request matplotlib to resize the figure. Matplotlib will then trigger a resize in the client,\n",
+ " // which will in turn request a refresh of the image.\n",
+ " this.send_message('resize', { width: x_pixels, height: y_pixels });\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.send_message = function (type, properties) {\n",
+ " properties['type'] = type;\n",
+ " properties['figure_id'] = this.id;\n",
+ " this.ws.send(JSON.stringify(properties));\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.send_draw_message = function () {\n",
+ " if (!this.waiting) {\n",
+ " this.waiting = true;\n",
+ " this.ws.send(JSON.stringify({ type: 'draw', figure_id: this.id }));\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
+ " var format_dropdown = fig.format_dropdown;\n",
+ " var format = format_dropdown.options[format_dropdown.selectedIndex].value;\n",
+ " fig.ondownload(fig, format);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_resize = function (fig, msg) {\n",
+ " var size = msg['size'];\n",
+ " if (size[0] !== fig.canvas.width || size[1] !== fig.canvas.height) {\n",
+ " fig._resize_canvas(size[0], size[1], msg['forward']);\n",
+ " fig.send_message('refresh', {});\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_rubberband = function (fig, msg) {\n",
+ " var x0 = msg['x0'] / fig.ratio;\n",
+ " var y0 = (fig.canvas.height - msg['y0']) / fig.ratio;\n",
+ " var x1 = msg['x1'] / fig.ratio;\n",
+ " var y1 = (fig.canvas.height - msg['y1']) / fig.ratio;\n",
+ " x0 = Math.floor(x0) + 0.5;\n",
+ " y0 = Math.floor(y0) + 0.5;\n",
+ " x1 = Math.floor(x1) + 0.5;\n",
+ " y1 = Math.floor(y1) + 0.5;\n",
+ " var min_x = Math.min(x0, x1);\n",
+ " var min_y = Math.min(y0, y1);\n",
+ " var width = Math.abs(x1 - x0);\n",
+ " var height = Math.abs(y1 - y0);\n",
+ "\n",
+ " fig.rubberband_context.clearRect(\n",
+ " 0,\n",
+ " 0,\n",
+ " fig.canvas.width / fig.ratio,\n",
+ " fig.canvas.height / fig.ratio\n",
+ " );\n",
+ "\n",
+ " fig.rubberband_context.strokeRect(min_x, min_y, width, height);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_figure_label = function (fig, msg) {\n",
+ " // Updates the figure title.\n",
+ " fig.header.textContent = msg['label'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_cursor = function (fig, msg) {\n",
+ " fig.canvas_div.style.cursor = msg['cursor'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_message = function (fig, msg) {\n",
+ " fig.message.textContent = msg['message'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_draw = function (fig, _msg) {\n",
+ " // Request the server to send over a new figure.\n",
+ " fig.send_draw_message();\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_image_mode = function (fig, msg) {\n",
+ " fig.image_mode = msg['mode'];\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_history_buttons = function (fig, msg) {\n",
+ " for (var key in msg) {\n",
+ " if (!(key in fig.buttons)) {\n",
+ " continue;\n",
+ " }\n",
+ " fig.buttons[key].disabled = !msg[key];\n",
+ " fig.buttons[key].setAttribute('aria-disabled', !msg[key]);\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_navigate_mode = function (fig, msg) {\n",
+ " if (msg['mode'] === 'PAN') {\n",
+ " fig.buttons['Pan'].classList.add('active');\n",
+ " fig.buttons['Zoom'].classList.remove('active');\n",
+ " } else if (msg['mode'] === 'ZOOM') {\n",
+ " fig.buttons['Pan'].classList.remove('active');\n",
+ " fig.buttons['Zoom'].classList.add('active');\n",
+ " } else {\n",
+ " fig.buttons['Pan'].classList.remove('active');\n",
+ " fig.buttons['Zoom'].classList.remove('active');\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function () {\n",
+ " // Called whenever the canvas gets updated.\n",
+ " this.send_message('ack', {});\n",
+ "};\n",
+ "\n",
+ "// A function to construct a web socket function for onmessage handling.\n",
+ "// Called in the figure constructor.\n",
+ "mpl.figure.prototype._make_on_message_function = function (fig) {\n",
+ " return function socket_on_message(evt) {\n",
+ " if (evt.data instanceof Blob) {\n",
+ " var img = evt.data;\n",
+ " if (img.type !== 'image/png') {\n",
+ " /* FIXME: We get \"Resource interpreted as Image but\n",
+ " * transferred with MIME type text/plain:\" errors on\n",
+ " * Chrome. But how to set the MIME type? It doesn't seem\n",
+ " * to be part of the websocket stream */\n",
+ " img.type = 'image/png';\n",
+ " }\n",
+ "\n",
+ " /* Free the memory for the previous frames */\n",
+ " if (fig.imageObj.src) {\n",
+ " (window.URL || window.webkitURL).revokeObjectURL(\n",
+ " fig.imageObj.src\n",
+ " );\n",
+ " }\n",
+ "\n",
+ " fig.imageObj.src = (window.URL || window.webkitURL).createObjectURL(\n",
+ " img\n",
+ " );\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " } else if (\n",
+ " typeof evt.data === 'string' &&\n",
+ " evt.data.slice(0, 21) === 'data:image/png;base64'\n",
+ " ) {\n",
+ " fig.imageObj.src = evt.data;\n",
+ " fig.updated_canvas_event();\n",
+ " fig.waiting = false;\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " var msg = JSON.parse(evt.data);\n",
+ " var msg_type = msg['type'];\n",
+ "\n",
+ " // Call the \"handle_{type}\" callback, which takes\n",
+ " // the figure and JSON message as its only arguments.\n",
+ " try {\n",
+ " var callback = fig['handle_' + msg_type];\n",
+ " } catch (e) {\n",
+ " console.log(\n",
+ " \"No handler for the '\" + msg_type + \"' message type: \",\n",
+ " msg\n",
+ " );\n",
+ " return;\n",
+ " }\n",
+ "\n",
+ " if (callback) {\n",
+ " try {\n",
+ " // console.log(\"Handling '\" + msg_type + \"' message: \", msg);\n",
+ " callback(fig, msg);\n",
+ " } catch (e) {\n",
+ " console.log(\n",
+ " \"Exception inside the 'handler_\" + msg_type + \"' callback:\",\n",
+ " e,\n",
+ " e.stack,\n",
+ " msg\n",
+ " );\n",
+ " }\n",
+ " }\n",
+ " };\n",
+ "};\n",
+ "\n",
+ "function getModifiers(event) {\n",
+ " var mods = [];\n",
+ " if (event.ctrlKey) {\n",
+ " mods.push('ctrl');\n",
+ " }\n",
+ " if (event.altKey) {\n",
+ " mods.push('alt');\n",
+ " }\n",
+ " if (event.shiftKey) {\n",
+ " mods.push('shift');\n",
+ " }\n",
+ " if (event.metaKey) {\n",
+ " mods.push('meta');\n",
+ " }\n",
+ " return mods;\n",
+ "}\n",
+ "\n",
+ "/*\n",
+ " * return a copy of an object with only non-object keys\n",
+ " * we need this to avoid circular references\n",
+ " * https://stackoverflow.com/a/24161582/3208463\n",
+ " */\n",
+ "function simpleKeys(original) {\n",
+ " return Object.keys(original).reduce(function (obj, key) {\n",
+ " if (typeof original[key] !== 'object') {\n",
+ " obj[key] = original[key];\n",
+ " }\n",
+ " return obj;\n",
+ " }, {});\n",
+ "}\n",
+ "\n",
+ "mpl.figure.prototype.mouse_event = function (event, name) {\n",
+ " if (name === 'button_press') {\n",
+ " this.canvas.focus();\n",
+ " this.canvas_div.focus();\n",
+ " }\n",
+ "\n",
+ " // from https://stackoverflow.com/q/1114465\n",
+ " var boundingRect = this.canvas.getBoundingClientRect();\n",
+ " var x = (event.clientX - boundingRect.left) * this.ratio;\n",
+ " var y = (event.clientY - boundingRect.top) * this.ratio;\n",
+ "\n",
+ " this.send_message(name, {\n",
+ " x: x,\n",
+ " y: y,\n",
+ " button: event.button,\n",
+ " step: event.step,\n",
+ " modifiers: getModifiers(event),\n",
+ " guiEvent: simpleKeys(event),\n",
+ " });\n",
+ "\n",
+ " return false;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function (_event, _name) {\n",
+ " // Handle any extra behaviour associated with a key event\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.key_event = function (event, name) {\n",
+ " // Prevent repeat events\n",
+ " if (name === 'key_press') {\n",
+ " if (event.key === this._key) {\n",
+ " return;\n",
+ " } else {\n",
+ " this._key = event.key;\n",
+ " }\n",
+ " }\n",
+ " if (name === 'key_release') {\n",
+ " this._key = null;\n",
+ " }\n",
+ "\n",
+ " var value = '';\n",
+ " if (event.ctrlKey && event.key !== 'Control') {\n",
+ " value += 'ctrl+';\n",
+ " }\n",
+ " else if (event.altKey && event.key !== 'Alt') {\n",
+ " value += 'alt+';\n",
+ " }\n",
+ " else if (event.shiftKey && event.key !== 'Shift') {\n",
+ " value += 'shift+';\n",
+ " }\n",
+ "\n",
+ " value += 'k' + event.key;\n",
+ "\n",
+ " this._key_event_extra(event, name);\n",
+ "\n",
+ " this.send_message(name, { key: value, guiEvent: simpleKeys(event) });\n",
+ " return false;\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onclick = function (name) {\n",
+ " if (name === 'download') {\n",
+ " this.handle_save(this, null);\n",
+ " } else {\n",
+ " this.send_message('toolbar_button', { name: name });\n",
+ " }\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.toolbar_button_onmouseover = function (tooltip) {\n",
+ " this.message.textContent = tooltip;\n",
+ "};\n",
+ "\n",
+ "///////////////// REMAINING CONTENT GENERATED BY embed_js.py /////////////////\n",
+ "// prettier-ignore\n",
+ "var _JSXTOOLS_RESIZE_OBSERVER=function(A){var t,i=new WeakMap,n=new WeakMap,a=new WeakMap,r=new WeakMap,o=new Set;function s(e){if(!(this instanceof s))throw new TypeError(\"Constructor requires 'new' operator\");i.set(this,e)}function h(){throw new TypeError(\"Function is not a constructor\")}function c(e,t,i,n){e=0 in arguments?Number(arguments[0]):0,t=1 in arguments?Number(arguments[1]):0,i=2 in arguments?Number(arguments[2]):0,n=3 in arguments?Number(arguments[3]):0,this.right=(this.x=this.left=e)+(this.width=i),this.bottom=(this.y=this.top=t)+(this.height=n),Object.freeze(this)}function d(){t=requestAnimationFrame(d);var s=new WeakMap,p=new Set;o.forEach((function(t){r.get(t).forEach((function(i){var r=t instanceof window.SVGElement,o=a.get(t),d=r?0:parseFloat(o.paddingTop),f=r?0:parseFloat(o.paddingRight),l=r?0:parseFloat(o.paddingBottom),u=r?0:parseFloat(o.paddingLeft),g=r?0:parseFloat(o.borderTopWidth),m=r?0:parseFloat(o.borderRightWidth),w=r?0:parseFloat(o.borderBottomWidth),b=u+f,F=d+l,v=(r?0:parseFloat(o.borderLeftWidth))+m,W=g+w,y=r?0:t.offsetHeight-W-t.clientHeight,E=r?0:t.offsetWidth-v-t.clientWidth,R=b+v,z=F+W,M=r?t.width:parseFloat(o.width)-R-E,O=r?t.height:parseFloat(o.height)-z-y;if(n.has(t)){var k=n.get(t);if(k[0]===M&&k[1]===O)return}n.set(t,[M,O]);var S=Object.create(h.prototype);S.target=t,S.contentRect=new c(u,d,M,O),s.has(i)||(s.set(i,[]),p.add(i)),s.get(i).push(S)}))})),p.forEach((function(e){i.get(e).call(e,s.get(e),e)}))}return s.prototype.observe=function(i){if(i instanceof window.Element){r.has(i)||(r.set(i,new Set),o.add(i),a.set(i,window.getComputedStyle(i)));var n=r.get(i);n.has(this)||n.add(this),cancelAnimationFrame(t),t=requestAnimationFrame(d)}},s.prototype.unobserve=function(i){if(i instanceof window.Element&&r.has(i)){var n=r.get(i);n.has(this)&&(n.delete(this),n.size||(r.delete(i),o.delete(i))),n.size||r.delete(i),o.size||cancelAnimationFrame(t)}},A.DOMRectReadOnly=c,A.ResizeObserver=s,A.ResizeObserverEntry=h,A}; // eslint-disable-line\n",
+ "mpl.toolbar_items = [[\"Home\", \"Reset original view\", \"fa fa-home\", \"home\"], [\"Back\", \"Back to previous view\", \"fa fa-arrow-left\", \"back\"], [\"Forward\", \"Forward to next view\", \"fa fa-arrow-right\", \"forward\"], [\"\", \"\", \"\", \"\"], [\"Pan\", \"Left button pans, Right button zooms\\nx/y fixes axis, CTRL fixes aspect\", \"fa fa-arrows\", \"pan\"], [\"Zoom\", \"Zoom to rectangle\\nx/y fixes axis\", \"fa fa-square-o\", \"zoom\"], [\"\", \"\", \"\", \"\"], [\"Download\", \"Download plot\", \"fa fa-floppy-o\", \"download\"]];\n",
+ "\n",
+ "mpl.extensions = [\"eps\", \"jpeg\", \"pgf\", \"pdf\", \"png\", \"ps\", \"raw\", \"svg\", \"tif\", \"webp\"];\n",
+ "\n",
+ "mpl.default_extension = \"png\";/* global mpl */\n",
+ "\n",
+ "var comm_websocket_adapter = function (comm) {\n",
+ " // Create a \"websocket\"-like object which calls the given IPython comm\n",
+ " // object with the appropriate methods. Currently this is a non binary\n",
+ " // socket, so there is still some room for performance tuning.\n",
+ " var ws = {};\n",
+ "\n",
+ " ws.binaryType = comm.kernel.ws.binaryType;\n",
+ " ws.readyState = comm.kernel.ws.readyState;\n",
+ " function updateReadyState(_event) {\n",
+ " if (comm.kernel.ws) {\n",
+ " ws.readyState = comm.kernel.ws.readyState;\n",
+ " } else {\n",
+ " ws.readyState = 3; // Closed state.\n",
+ " }\n",
+ " }\n",
+ " comm.kernel.ws.addEventListener('open', updateReadyState);\n",
+ " comm.kernel.ws.addEventListener('close', updateReadyState);\n",
+ " comm.kernel.ws.addEventListener('error', updateReadyState);\n",
+ "\n",
+ " ws.close = function () {\n",
+ " comm.close();\n",
+ " };\n",
+ " ws.send = function (m) {\n",
+ " //console.log('sending', m);\n",
+ " comm.send(m);\n",
+ " };\n",
+ " // Register the callback with on_msg.\n",
+ " comm.on_msg(function (msg) {\n",
+ " //console.log('receiving', msg['content']['data'], msg);\n",
+ " var data = msg['content']['data'];\n",
+ " if (data['blob'] !== undefined) {\n",
+ " data = {\n",
+ " data: new Blob(msg['buffers'], { type: data['blob'] }),\n",
+ " };\n",
+ " }\n",
+ " // Pass the mpl event to the overridden (by mpl) onmessage function.\n",
+ " ws.onmessage(data);\n",
+ " });\n",
+ " return ws;\n",
+ "};\n",
+ "\n",
+ "mpl.mpl_figure_comm = function (comm, msg) {\n",
+ " // This is the function which gets called when the mpl process\n",
+ " // starts-up an IPython Comm through the \"matplotlib\" channel.\n",
+ "\n",
+ " var id = msg.content.data.id;\n",
+ " // Get hold of the div created by the display call when the Comm\n",
+ " // socket was opened in Python.\n",
+ " var element = document.getElementById(id);\n",
+ " var ws_proxy = comm_websocket_adapter(comm);\n",
+ "\n",
+ " function ondownload(figure, _format) {\n",
+ " window.open(figure.canvas.toDataURL());\n",
+ " }\n",
+ "\n",
+ " var fig = new mpl.figure(id, ws_proxy, ondownload, element);\n",
+ "\n",
+ " // Call onopen now - mpl needs it, as it is assuming we've passed it a real\n",
+ " // web socket which is closed, not our websocket->open comm proxy.\n",
+ " ws_proxy.onopen();\n",
+ "\n",
+ " fig.parent_element = element;\n",
+ " fig.cell_info = mpl.find_output_cell(\"\");\n",
+ " if (!fig.cell_info) {\n",
+ " console.error('Failed to find cell for figure', id, fig);\n",
+ " return;\n",
+ " }\n",
+ " fig.cell_info[0].output_area.element.on(\n",
+ " 'cleared',\n",
+ " { fig: fig },\n",
+ " fig._remove_fig_handler\n",
+ " );\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.handle_close = function (fig, msg) {\n",
+ " var width = fig.canvas.width / fig.ratio;\n",
+ " fig.cell_info[0].output_area.element.off(\n",
+ " 'cleared',\n",
+ " fig._remove_fig_handler\n",
+ " );\n",
+ " fig.resizeObserverInstance.unobserve(fig.canvas_div);\n",
+ "\n",
+ " // Update the output cell to use the data from the current canvas.\n",
+ " fig.push_to_output();\n",
+ " var dataURL = fig.canvas.toDataURL();\n",
+ " // Re-enable the keyboard manager in IPython - without this line, in FF,\n",
+ " // the notebook keyboard shortcuts fail.\n",
+ " IPython.keyboard_manager.enable();\n",
+ " fig.parent_element.innerHTML =\n",
+ " '';\n",
+ " fig.close_ws(fig, msg);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.close_ws = function (fig, msg) {\n",
+ " fig.send_message('closing', msg);\n",
+ " // fig.ws.close()\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.push_to_output = function (_remove_interactive) {\n",
+ " // Turn the data on the canvas into data in the output cell.\n",
+ " var width = this.canvas.width / this.ratio;\n",
+ " var dataURL = this.canvas.toDataURL();\n",
+ " this.cell_info[1]['text/html'] =\n",
+ " '';\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype.updated_canvas_event = function () {\n",
+ " // Tell IPython that the notebook contents must change.\n",
+ " IPython.notebook.set_dirty(true);\n",
+ " this.send_message('ack', {});\n",
+ " var fig = this;\n",
+ " // Wait a second, then push the new image to the DOM so\n",
+ " // that it is saved nicely (might be nice to debounce this).\n",
+ " setTimeout(function () {\n",
+ " fig.push_to_output();\n",
+ " }, 1000);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._init_toolbar = function () {\n",
+ " var fig = this;\n",
+ "\n",
+ " var toolbar = document.createElement('div');\n",
+ " toolbar.classList = 'btn-toolbar';\n",
+ " this.root.appendChild(toolbar);\n",
+ "\n",
+ " function on_click_closure(name) {\n",
+ " return function (_event) {\n",
+ " return fig.toolbar_button_onclick(name);\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " function on_mouseover_closure(tooltip) {\n",
+ " return function (event) {\n",
+ " if (!event.currentTarget.disabled) {\n",
+ " return fig.toolbar_button_onmouseover(tooltip);\n",
+ " }\n",
+ " };\n",
+ " }\n",
+ "\n",
+ " fig.buttons = {};\n",
+ " var buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'btn-group';\n",
+ " var button;\n",
+ " for (var toolbar_ind in mpl.toolbar_items) {\n",
+ " var name = mpl.toolbar_items[toolbar_ind][0];\n",
+ " var tooltip = mpl.toolbar_items[toolbar_ind][1];\n",
+ " var image = mpl.toolbar_items[toolbar_ind][2];\n",
+ " var method_name = mpl.toolbar_items[toolbar_ind][3];\n",
+ "\n",
+ " if (!name) {\n",
+ " /* Instead of a spacer, we start a new button group. */\n",
+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ " buttonGroup = document.createElement('div');\n",
+ " buttonGroup.classList = 'btn-group';\n",
+ " continue;\n",
+ " }\n",
+ "\n",
+ " button = fig.buttons[name] = document.createElement('button');\n",
+ " button.classList = 'btn btn-default';\n",
+ " button.href = '#';\n",
+ " button.title = name;\n",
+ " button.innerHTML = '';\n",
+ " button.addEventListener('click', on_click_closure(method_name));\n",
+ " button.addEventListener('mouseover', on_mouseover_closure(tooltip));\n",
+ " buttonGroup.appendChild(button);\n",
+ " }\n",
+ "\n",
+ " if (buttonGroup.hasChildNodes()) {\n",
+ " toolbar.appendChild(buttonGroup);\n",
+ " }\n",
+ "\n",
+ " // Add the status bar.\n",
+ " var status_bar = document.createElement('span');\n",
+ " status_bar.classList = 'mpl-message pull-right';\n",
+ " toolbar.appendChild(status_bar);\n",
+ " this.message = status_bar;\n",
+ "\n",
+ " // Add the close button to the window.\n",
+ " var buttongrp = document.createElement('div');\n",
+ " buttongrp.classList = 'btn-group inline pull-right';\n",
+ " button = document.createElement('button');\n",
+ " button.classList = 'btn btn-mini btn-primary';\n",
+ " button.href = '#';\n",
+ " button.title = 'Stop Interaction';\n",
+ " button.innerHTML = '';\n",
+ " button.addEventListener('click', function (_evt) {\n",
+ " fig.handle_close(fig, {});\n",
+ " });\n",
+ " button.addEventListener(\n",
+ " 'mouseover',\n",
+ " on_mouseover_closure('Stop Interaction')\n",
+ " );\n",
+ " buttongrp.appendChild(button);\n",
+ " var titlebar = this.root.querySelector('.ui-dialog-titlebar');\n",
+ " titlebar.insertBefore(buttongrp, titlebar.firstChild);\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._remove_fig_handler = function (event) {\n",
+ " var fig = event.data.fig;\n",
+ " if (event.target !== this) {\n",
+ " // Ignore bubbled events from children.\n",
+ " return;\n",
+ " }\n",
+ " fig.close_ws(fig, {});\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._root_extra_style = function (el) {\n",
+ " el.style.boxSizing = 'content-box'; // override notebook setting of border-box.\n",
+ "};\n",
+ "\n",
+ "mpl.figure.prototype._canvas_extra_style = function (el) {\n",
+ " // this is important to make the div 'focusable\n",
+ " el.setAttribute('tabindex', 0);\n",
+ " // reach out to IPython and tell the keyboard manager to turn it's self\n",
+ " // off when our div gets focus\n",
+ "\n",
+ " // location in version 3\n",
+ " if (IPython.notebook.keyboard_manager) {\n",
+ " IPython.notebook.keyboard_manager.register_events(el);\n",
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+ " // location in version 2\n",
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+ "};\n",
+ "\n",
+ "mpl.figure.prototype._key_event_extra = function (event, _name) {\n",
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+ " if (event.shiftKey && event.which === 13) {\n",
+ " this.canvas_div.blur();\n",
+ " // select the cell after this one\n",
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+ " IPython.notebook.select(index + 1);\n",
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+ "mpl.figure.prototype.handle_save = function (fig, _msg) {\n",
+ " fig.ondownload(fig, null);\n",
+ "};\n",
+ "\n",
+ "mpl.find_output_cell = function (html_output) {\n",
+ " // Return the cell and output element which can be found *uniquely* in the notebook.\n",
+ " // Note - this is a bit hacky, but it is done because the \"notebook_saving.Notebook\"\n",
+ " // IPython event is triggered only after the cells have been serialised, which for\n",
+ " // our purposes (turning an active figure into a static one), is too late.\n",
+ " var cells = IPython.notebook.get_cells();\n",
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+ "// The kernel may be null if the page has been refreshed.\n",
+ "if (IPython.notebook.kernel !== null) {\n",
+ " IPython.notebook.kernel.comm_manager.register_target(\n",
+ " 'matplotlib',\n",
+ " mpl.mpl_figure_comm\n",
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+ "source": [
+ "qs = sorted(np.unique(tab['quarter']))\n",
+ "plt.figure()\n",
+ "means = []\n",
+ "cycle_map = {}\n",
+ "for i, q in enumerate(qs):\n",
+ " ind = tab['quarter']==q\n",
+ " t = tab[ind]\n",
+ " plt.errorbar(t['time'],t['flux'], yerr=t['error'], marker='.', linestyle='None', alpha=0.01)\n",
+ " meanflux = np.mean(t['flux'])\n",
+ " cycle_map[q] = ind\n",
+ " means.append(meanflux)\n",
+ " if i == 0:\n",
+ " plt.axhline(meanflux, label='m', color='grey', ls=\":\")\n",
+ " else:\n",
+ "\n",
+ " vmin = means[0]\n",
+ " vmax = meanflux\n",
+ "\n",
+ " plt.plot((t['time'][0], t['time'][0]), (vmin, vmax), label=rf'$c_{i}$', color=f'C{i}', ls='--') \n",
+ " \n",
+ "plt.xlabel('Time')\n",
+ "plt.ylabel('Flux')\n",
+ "plt.legend(frameon=False);\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### As you can see there is some kind of periodic singal, but it's not perfectly regular. There is also the usual offsets between Kepler photometry in different cycles.\n",
+ "\n",
+ "### You'll need four parameters to describe constants ($m, c_1, c_2, c_3$) to renormalize the flux to the first cycle, illustrated in the figure above. \n",
+ "### $m$ specifies the mean of the Gaussian process, while $c_1, c_2, c_3$ are nuisance parameters. \n",
+ "\n",
+ "### You know how to implement a model with one common zeropoint and multiple offsets - this was what you did on your midterm.\n",
+ "\n",
+ "\n",
+ "### You'll also need some model to describe the quasi-periodic oscillations. There's no good way to write down a model in real for these in real space because stellar magnetic fields are incredibly complicated. \n",
+ "\n",
+ "### Instead we'll write down a model for the covariance between the observations and use a Gaussian process to model the star. You can model quasi-periodic correlation structure as something periodic + something that varies the periodicity smoothly:\n",
+ "\n",
+ "## $$k(t_i, t_j) = A\\cdot \\exp\\left(-\\Gamma_1\\cdot \\sin^2\\left(\\frac{\\pi}{P}|t_i - t_j|\\right) - \\frac{|t_i-t_j|^2}{\\lambda}) \\right) $$\n",
+ "\n",
+ "### This is another 4 parameters, ($A, \\Gamma_1, P, \\lambda$) parameters for a total of 8: ($m, c_1, c_2, c_3, A, \\Gamma_1, P, \\lambda$)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "\n",
+ "\n",
+ "\n",
+ "### Q1: To implement the GP correlations, use the `george` package to construct this quasi-periodic kernel\n",
+ "https://george.readthedocs.io/en/latest/user/kernels/\n",
+ "\n",
+ "\n",
+ "### In particular, you should be able to combine `ExpSine2Kernel` and `ExpSquaredKernel` to get a model for the quasi-periodic oscillations. (20 pts)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Using as drop"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Q2: To implement the full model, read how to use `george`'s modeling protocol: (20 pts)\n",
+ "https://george.readthedocs.io/en/latest/tutorials/model/"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Using as drop"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Q3: With your model and likelihood constructured, write down priors on the parameters (you should be able to estimate from the plots) (20 pts)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Using as drop"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Q4: Use `emcee` to optimize the model parameters and hyper-parameters, **using only every 10th sample in time**\n",
+ "### (Don't go overboard with the number of walkers or steps) (20 pts)\n",
+ "https://george.readthedocs.io/en/latest/tutorials/hyper/ may help "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Using as drop"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Q5: Plot your posterior model over the data after correcting for the offsets, showing the points you used to condition the GP in red, and the remaining data in black. (20 pts)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#Using as drop"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# P2. Random Forests\n",
+ "\n",
+ "For this work, we'll use the datasets produced by [Dey et al. (2022)](https://ui.adsabs.harvard.edu/abs/2022MNRAS.515.5285D/abstract), who trained a deep capsule network on postage stamps of SDSS galaxies to predict photometric redshifts. \n",
+ "\n",
+ "We're not going to use a deep capsule network on postage stamps, but we can use tabular data. This won't be as performant, but it's still instructive to see how well we can do with a simple random forest. Dey et al. have done an excellent job making their data available - http://d-scholarship.pitt.edu/42023/ (all of it)\n",
+ "\n",
+ "You will need the [training set](http://d-scholarship.pitt.edu/42023/9/cat_train.csv) and the [test set](http://d-scholarship.pitt.edu/42023/8/cat_test.csv).\n",
+ "\n",
+ "I suggest reading through Sec. 2 of the paper to get some sense of what the data is. Importantly, the data includes columns for photometric redshift already. You can't use these to train your random forest (duh.). I've limited the number of columns you can use to a set defined below. If you use more than these (e.g. the GalaxyZoo parameters) you might get better performance at the cost of a smaller training sample because you've also got to filter missing data. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "train_cols = ['dered_petro_u', 'dered_petro_g', 'dered_petro_r', 'dered_petro_i', 'dered_petro_z',\\\n",
+ " 'petroMagErr_u', 'petroMagErr_g', 'petroMagErr_r', 'petroMagErr_i', 'petroMagErr_z',\\\n",
+ " 'v_disp', 'sersicN_r', 'petroR90_r']\n",
+ "#had to remove bestObjID because it was messing with forest process\n",
+ "# i.e. had an oob score of -9 million...\n",
+ "pred_cols = ['z', 'zErr', 'zphot', 'dzphot']"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Q6. Pre-process the data\n",
+ "\n",
+ "All ML work involves some amount of cleaning and pre-processing the data.\n",
+ "Filter data that have `zphot_reliable` == `True`, and have redshifts and photo-zs >= 0. \n",
+ "Next filter any entries in the `train_cols` that have any value that is > 5 $\\times$ the nomrally-scaled Median Absolute Deviation (as described in Sec 2.3) (`scipy.stats.median_abs_deviation` is your friend). \n",
+ "Your pre-processed training data should have 357397 entries.\n",
+ "Make a hexbin plot of `zphot` vs `z` for the training data (to avoid plotting that many points) but replicate Fig. 3 in Dey et al. \n",
+ "(35 pts)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import pandas as pd\n",
+ "from astropy.io import ascii\n",
+ "import numpy as np\n",
+ "import scipy\n",
+ "import scipy.stats as st\n",
+ "import matplotlib.pyplot as plt\n",
+ "import sklearn\n",
+ "import sklearn.ensemble"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "train_data = ascii.read('cat_train.csv', format='csv')\n",
+ "test_data = ascii.read('cat_test.csv',format='csv')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#filter zphot_reliable==True\n",
+ "mask_train = (train_data['zphot_reliable']==True) &\\\n",
+ " (train_data['z'] >= 0) &\\\n",
+ " (train_data['zphot'] >=0)\n",
+ "mask_test = (test_data['zphot_reliable']==True) &\\\n",
+ " (test_data['z'] >= 0) &\\\n",
+ " (test_data['zphot'] >=0)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "test_data = test_data[mask_test]\n",
+ "train_data = train_data[mask_train]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def mad_filt(data,coloumn):\n",
+ " mabdev = st.median_abs_deviation(data[column],scale = 'normal',nan_policy='omit')\n",
+ " mabmask = (data[column] >= np.median(data[column])-5*mabdev) &\\\n",
+ " (data[column] <= np.median(data[column])+5*mabdev)\n",
+ " return data[mabmask]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/numpy/core/fromnumeric.py:758: UserWarning: Warning: 'partition' will ignore the 'mask' of the MaskedColumn.\n",
+ " a.partition(kth, axis=axis, kind=kind, order=order)\n"
+ ]
+ }
+ ],
+ "source": [
+ "for column in train_cols:\n",
+ " test_data = mad_filt(test_data,column)\n",
+ " train_data = mad_filt(train_data,column)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "data": {
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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "fig = plt.figure(figsize=(8,7))\n",
+ "ax = fig.add_subplot(111)\n",
+ "#gridsoze of 369 gives the same colorbar scaling as in Dey et al.\n",
+ "hexbin = ax.hexbin(train_data['z'], train_data['zphot'], mincnt=1,linewidths=.5, gridsize=(369,369))\n",
+ "cb = fig.colorbar(hexbin, label='Number of galaxies per pixel')\n",
+ "plt.xlabel(r'$z_{spec}$')\n",
+ "plt.ylabel(r'$z_{phot}$')\n",
+ "\n",
+ "x = np.array([0, 0.4])\n",
+ "ax.plot(x, x, color='grey', linestyle='-')\n",
+ "ax.plot(x, (1.05 * x + 0.05), c='grey', linestyle='--')\n",
+ "ax.plot(x, (0.95 * x - 0.05), c='grey', linestyle='--')\n",
+ "ax.set_xlim(0, 0.4)\n",
+ "ax.set_ylim(0, 0.4)\n",
+ "ax.grid()\n",
+ "\n",
+ "\n",
+ "dz = (train_data['zphot']-train_data['z']) / (1 + train_data['z'])\n",
+ "avg_dz = np.abs(np.mean(dz)) #we only really care about this magnitude\n",
+ "sig_n = 1.4826*np.nanmedian(np.abs(dz-np.nanmedian(dz))) #as defined in section 5 of Dey et al.\n",
+ "f_outlier = (len(dz[dz > 0.05]) / len(dz))*100\n",
+ "#googled how to make a text box so this is copy paste from matplotlib's documentation\n",
+ "textstr = '\\n'.join((\n",
+ " '', #space needed to avoid values from clipping outside box\n",
+ " r'$\\sigma_{NMAD}=%.4f$' % (sig_n, ),\n",
+ " r'$f_{outlier}=$'+'{:.2f}%'.format(f_outlier),\n",
+ " r'$\\langle\\frac{\\Delta z}{1+z_{spec}}\\rangle=%.4f$' % (avg_dz, )))\n",
+ "\n",
+ "box = dict(boxstyle='round', facecolor='white', alpha=1)\n",
+ "\n",
+ "ax.text(0.05, 0.97, textstr, transform=ax.transAxes, fontsize=14,\n",
+ " verticalalignment='top', bbox=box)\n",
+ "\n",
+ "plt.show(fig)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "### Q7. Train the forest(s)\n",
+ "\n",
+ "Using `n_estimators` (i.e. number of trees) in (5, 20, 50, 200, 500), train a random forest. You can use all the cores your CPU has with `n_jobs=-1`. Limit the maximum number of features at each branch with `sqrt`. Use the inverse variance of the redshifts as your sample weights. Plot the `oob_score` vs the number of trees. For each of the forests you trained, make a plot of the feature importances. (35 pts)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:583: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.\n",
+ " warn(\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "n_estimators = 5 completed\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/home/ctrim/anaconda3/envs/596/lib/python3.10/site-packages/sklearn/ensemble/_forest.py:583: UserWarning: Some inputs do not have OOB scores. This probably means too few trees were used to compute any reliable OOB estimates.\n",
+ " warn(\n"
+ ]
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "n_estimators = 20 completed\n",
+ "n_estimators = 50 completed\n",
+ "n_estimators = 200 completed\n",
+ "n_estimators = 500 completed\n"
+ ]
+ }
+ ],
+ "source": [
+ "n_estimators = [5,20,50,200,500]\n",
+ "train_pd = train_data.to_pandas().dropna() #need to convert to pd due to issues with forest, and remove nans\n",
+ "\n",
+ "boob_score = [] #I'm sorry I had to...\n",
+ "f_importance = []\n",
+ "for n in n_estimators:\n",
+ " forest = sklearn.ensemble.RandomForestRegressor(n_estimators=n, n_jobs=-1, max_features='sqrt', \n",
+ " oob_score=True, random_state=42)\n",
+ " x = train_pd[train_cols] \n",
+ " y = train_pd[pred_cols]#prediction\n",
+ " weights = train_pd['zErr']**-2 #inverse variance\n",
+ " forest.fit(x, y, weights)\n",
+ " boob_score.append(forest.oob_score_)\n",
+ " f_importance.append(forest.feature_importances_)\n",
+ " print('n_estimators =',n, 'completed')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "pgrid = sns.PairGrid(SDSS_pd, corner=True)\n",
+ "pgrid.map_diag(sns.histplot)#every 1D plot\n",
+ "pgrid.map_offdiag(sns.histplot)#every 2D plot\n",
+ "\n",
+ "#for some reason trying to run the kdeplot takes forever to run and never finishes, \n",
+ "# I will hopefully debug this eventually, but if I don't please pretend I ran the next line of code\n",
+ "pgrid.map_offdiag(sns.kdeplot)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "a29aa459",
+ "metadata": {},
+ "source": [
+ "### 1b - Separating the galaxy types (11 pts) \n",
+ "\n",
+ "Using K-means from `sklearn` with n=3, separate the three clusters of galaxies. Initial guesses, hyper-paramter tuning, dimensionality reduction etc are your choices. What's important is to be able to justify them. To the referee, to me, to yourself. We'll do that in the next part. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "id": "6454c9f6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[0 1 2]\n",
+ "[[ 0.11377838 -0.35136979 -0.41624763 ... 0.24474598 1.02256795\n",
+ " 0.74003066]\n",
+ " [ 0.10159163 -0.40639151 -0.42998943 ... 0.32429497 1.62352448\n",
+ " 0.40647211]\n",
+ " [-0.98335506 1.00797504 1.21061253 ... -0.94284142 0.14402367\n",
+ " 0.74003066]\n",
+ " ...\n",
+ " [ 0.63957196 0.91436192 0.76017096 ... -0.30392079 0.39978909\n",
+ " 0.54353001]\n",
+ " [-0.04247372 -0.68109588 -0.7077171 ... 2.92323967 1.06305871\n",
+ " 0.74003066]\n",
+ " [-1.86902432 -1.37599376 -1.51675054 ... -0.99609641 0.94435779\n",
+ " 0.2945885 ]]\n"
+ ]
+ }
+ ],
+ "source": [
+ "import sklearn\n",
+ "from sklearn.cluster import KMeans\n",
+ "from sklearn.preprocessing import StandardScaler\n",
+ "\n",
+ "#scales data based on mean and standard dev\n",
+ "scale = StandardScaler(with_mean=True, with_std =True)\n",
+ "scaldat = scale.fit_transform(SDSS_pd)\n",
+ "#create a label for each cluster based on K-means\n",
+ "kmeans = KMeans(3,n_init='auto')\n",
+ "labels = kmeans.fit_predict(scaldat)\n",
+ "labs = np.unique(labels)\n",
+ "print(labs)\n",
+ "print(scaldat)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "id": "bc1812f6",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "colors = []\n",
+ "for lab in labels:\n",
+ " colors.append('C{}'.format(lab))\n",
+ "plt.figure()\n",
+ "#plot ug vs gi\n",
+ "# shows different labels assigned to data\n",
+ "plt.scatter(scaldat[:,0],scaldat[:,2],c=colors,s=0.5)\n",
+ "plt.xlim(-3,6)\n",
+ "plt.ylim(-3,3)\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "27e13fb7",
+ "metadata": {},
+ "source": [
+ "### 1c - Working with the distributions (11 pts)\n",
+ "Repeat 1a, but using the results of K-means in 1b to create separately colored distributions for your different classes of galaxies. Use the KDE to provide the mean values of each feature and their standard deviation (hint - these are integrals), and compare them to the sample means and standard deviations. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "id": "9abe9550",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "SDSS_pd['labels'] = labels#add labels column so we can add colors to pairgrid"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "702bcc1b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "sns.PairGrid(SDSS_pd, hue='labels',palette=sns.color_palette(n_colors=3),corner=True)\n",
+ "pgrid2.map_diag(sns.histplot)#every 1D plot\n",
+ "#this actually takes like 10 minutes to run...\n",
+ "pgrid2.map_offdiag(sns.kdeplot)\n",
+ "pgrid2.map_offdiag(sns.histplot)#every 2D plot"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "id": "a8e8b390",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['ug' 'gr' 'gi' 'gz' 'petroRad_i' 'petroR50_i' 'deVAB_i' 'fracDev_i']\n",
+ "Values direct from each feature\n",
+ "Means\n",
+ " labels ug gr ... petroR50_i deVAB_i fracDev_i \n",
+ "-------- ------------------ ------------------ ... ------------------ ------------------ ------------------\n",
+ "all data 1.8981584156198885 1.1252979749355274 ... 2.100279017650896 0.6601604111404344 0.7482356259803422\n",
+ " 0 2.4563037071737517 1.6698673486162627 ... 1.7011652093009983 0.7119786265691868 0.9044358207191155\n",
+ " 1 1.3434065919802198 0.6259466411758242 ... 3.126501202065934 0.5825339994989012 0.2841657493571868\n",
+ " 2 1.7322908136330188 0.94068648994027 ... 1.8767067870266396 0.658960373249313 0.8696732766214311\n",
+ "Standard Deviations\n",
+ " labels ug gr ... petroR50_i deVAB_i fracDev_i \n",
+ "-------- ------------------- ------------------- ... ------------------ ------------------- -------------------\n",
+ "all data 0.8926088318330132 0.47245517765531986 ... 0.9985168193755464 0.20600008951871301 0.34020802929461647\n",
+ " 0 1.1861004622876063 0.23774201849725385 ... 0.530338037642594 0.17654238272795206 0.18860953479755613\n",
+ " 1 0.39355805565038215 0.21898801679353005 ... 1.38307011346851 0.22289642004161625 0.3020307897574999\n",
+ " 2 0.4231706760217935 0.20027496405761314 ... 0.5855215129469665 0.2059331461017722 0.20968005512755444\n"
+ ]
+ }
+ ],
+ "source": [
+ "#same as cell below, just not with that wack integral...\n",
+ "cols = SDSS_pd.drop(columns='labels').columns.values#removes labels column, will be added back later but include all data\n",
+ "print(cols)\n",
+ "means = []\n",
+ "std_devs = []\n",
+ "for col in cols:\n",
+ " mean = [np.mean(SDSS_pd[col])]\n",
+ " std = [np.std(SDSS_pd[col])]\n",
+ " for label in labs:\n",
+ " mask = SDSS_pd['labels']==label\n",
+ " mean.append(np.mean(SDSS_pd[col][mask]))\n",
+ " std.append(np.std(SDSS_pd[col][mask]))\n",
+ " means.append(mean)\n",
+ " std_devs.append(std)\n",
+ " \n",
+ "print('Values direct from each feature')\n",
+ "label_names = ['all data', *labs]#make sure label list includes label for whole data set\n",
+ "mean_tab = Table([label_names, *means],names = ['labels',*cols])#generate a table of means for all data plus each class\n",
+ "print('Means')\n",
+ "print(mean_tab)\n",
+ "\n",
+ "std_tab = Table([label_names, *std_devs],names = ['labels',*cols])\n",
+ "print('Standard Deviations')\n",
+ "print(std_tab)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "id": "4a12a130",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "['ug' 'gr' 'gi' 'gz' 'petroRad_i' 'petroR50_i' 'deVAB_i' 'fracDev_i']\n",
+ "Values from KDE integrals\n",
+ "Means\n",
+ " labels ug gr ... petroR50_i deVAB_i fracDev_i \n",
+ "-------- ------------------ ------------------ ... ------------------ ------------------ ------------------\n",
+ "all data 1.898158843491827 1.1252980085870117 ... 2.100278684165435 0.6601372513881618 0.7476870234895461\n",
+ " 0 2.4563043472822477 1.6698668067768474 ... 1.7011645414871028 0.7119423718999747 0.9037602921925895\n",
+ " 1 1.3434075450686092 0.6259468039589484 ... 3.1264991342025796 0.5825253870943394 0.2841486623691729\n",
+ " 2 1.7322905393973365 0.940686434895192 ... 1.8767060413092338 0.6589354107229367 0.8691027017073355\n",
+ "Standard Deviations\n",
+ " labels ug gr ... petroR50_i deVAB_i fracDev_i \n",
+ "-------- ------------------- -------------------- ... ------------------- -------------------- --------------------\n",
+ "all data 0.405966380298159 0.11373384539549433 ... 0.5080198326533651 0.02161991654739282 0.058891956604351745\n",
+ " 0 0.7237759317938786 0.029078157277347347 ... 0.14469919142105617 0.016031822191877983 0.01828108129559096\n",
+ " 1 0.08010417627079867 0.02480238909324775 ... 0.9893529213614691 0.025694891153667646 0.0471103741472431\n",
+ " 2 0.09195065215678165 0.020595742371202846 ... 0.1760394983109057 0.021773161977640114 0.022550030961866634\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#integrate the kde data to get means and std devs\n",
+ "def kdeint(feature):\n",
+ " kde = sns.kdeplot(feature);\n",
+ " kdelines = kde.lines[0]\n",
+ " x = kdelines.get_xdata()\n",
+ " y = kdelines.get_ydata()\n",
+ " mean = np.sum(x[1:]*y[1:]*(x[1:]-x[:-1]))\n",
+ " std = 0.5*np.sum((x[1:]-x[:-1])*((x[1:]-mean)**2)*y[1:])\n",
+ " kde.clear();\n",
+ " return mean,std\n",
+ "cols = SDSS_pd.drop(columns='labels').columns.values#removes labels column, will be added back later but include all data\n",
+ "print(cols)\n",
+ "means = []\n",
+ "std_devs = []\n",
+ "for col in cols:\n",
+ " kdeint1 = kdeint(SDSS_pd[col])\n",
+ " mean = [kdeint1[0]]\n",
+ " std = [kdeint1[1]]\n",
+ " for label in labs:\n",
+ " mask = SDSS_pd['labels']==label\n",
+ " kdeint2 = kdeint(SDSS_pd[col][mask])\n",
+ " mean.append(kdeint2[0])\n",
+ " std.append(kdeint2[1])\n",
+ " means.append(mean)\n",
+ " std_devs.append(std)\n",
+ " \n",
+ "print('Values from KDE integrals')\n",
+ "label_names = ['all data', *labs]#make sure label list includes label for whole data set\n",
+ "#generate a table of means for all data plus each class\n",
+ "mean_tab = Table([label_names, *means],names = ['labels',*cols])\n",
+ "print('Means')\n",
+ "print(mean_tab)\n",
+ "\n",
+ "#generate a table of std for all data plus each class\n",
+ "std_tab = Table([label_names, *std_devs],names = ['labels',*cols])\n",
+ "print('Standard Deviations')\n",
+ "print(std_tab)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "id": "fed0d87e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.figure()\n",
+ "#plot ug vs gi\n",
+ "# shows different labels assigned to data\n",
+ "plt.scatter(SDSS_pd['ug'],SDSS_pd['gi'],c=colors,s=0.2)\n",
+ "\n",
+ "mean_c = ['r','blue','orange','green']\n",
+ "\n",
+ "plt.scatter(mean_tab['ug'],mean_tab['gi'], c = mean_c, marker='o',edgecolors='black')\n",
+ "\n",
+ "plt.ylim(-1,4)\n",
+ "plt.xlim(-1,7)\n",
+ "plt.xlabel('u-g')\n",
+ "plt.ylabel('g-i')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "6cbb410b",
+ "metadata": {},
+ "source": [
+ "### Q2. Gaussian Processes + Emcee\n",
+ "\n",
+ "There are many sources with periodic light curves that are not strictly sinusoidal. Thus, the use of the cosine kernel (on its own) may not be sufficient to model the signal. The quasi-periodic kernel: \n",
+ "\n",
+ "$$K_{ij} = k(x_i - x_j) = A \\exp \\left(-\\Gamma \\sin^2\\left[\\frac{\\pi}{P} \\left|x_i - x_j\\right|\\right]\\right)$$\n",
+ "\n",
+ "is useful for non-sinusoidal signals. It is implemented in the `george` package. Note that the parameters in the kernel aren't the only parameters you might need... look back on your previous homework assignments and think about what I'm glossing over here. \n",
+ "\n",
+ "I've given you an example light curve file with a decidedly non-sinusoidal, periodic signal from the ASAS-SN project from our colleagues at OSU. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "09209dcd",
+ "metadata": {},
+ "source": [
+ "### 2a - Implement the model (11 pts)\n",
+ "\n",
+ "Examine this data, filter it as you see fit (I've included the file header in full - I'd pick one aperture, and look at the grades and notes about separate datasets). You can make tradeoffs here - more data that is potentially messier, vs less data so weaker constraints, but cleaner. Pick something that you can justify (and if you're struggling at 2c, examine this choice before twiddling with emcee). \n",
+ "\n",
+ "Write down a model for it with the likelihood function, an appropriate prior and posterior.\n",
+ "\n",
+ "You may wish to look at the `george` documentation again, particularly how some parameters are better log transformed if the expectation is that they are positive real values. \n",
+ "\n",
+ "https://george.readthedocs.io/en/latest/tutorials/model/"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "a2652f3f",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "#plot the model with 10 draws\n",
+ "ts = np.linspace(t[0], t[-1], 1000)\n",
+ "logA, gamma, logP = mcmc_res[1],mcmc_res[2],mcmc_res[3]\n",
+ "gp = george.GP(kernel = kernel(logA,gamma,logP))\n",
+ "gp.compute(t, m_err)\n",
+ "mu = gp.sample_conditional(mag, ts)\n",
+ "p_mu, p_var = gp.predict(mag, ts, return_var=True)\n",
+ "\n",
+ "draws = samples2.get_chain().flatten\n",
+ "\n",
+ "plt.figure()\n",
+ "plt.plot(ts, mu, color='b', label='Model', alpha = 0.5)\n",
+ "plt.errorbar(t,mag,yerr=m_err,c='k',linestyle='',label = 'Data',marker='.',alpha=1)\n",
+ "for draw in draws[np.random.choice(len(draw), size=10)]:#take 10 random draws from our samples\n",
+ " logA, gamma, logP = draw[1],draw[2],draw[3]\n",
+ " gp = george.GP(kernel = kernel(logA,gamma,logP))\n",
+ " gp.compute(t[::2], m_err[::2])\n",
+ " mu = gp.predict(mag[::2], ts[::2], return_cov=False)\n",
+ " plt.plot(ts[::2], mu,color=\"g\", alpha=0.5, zorder=1)\n",
+ "plt.title('GP Fitted Data with Random Draws')\n",
+ "plt.xlabel('Time')\n",
+ "plt.ylabel('Magnitude')\n",
+ "plt.legend()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "29718b1a",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#plot the uncertainty of the model\n",
+ "plt.figure()\n",
+ "plt.plot(ts, mu, color='b', label='Model')\n",
+ "plt.errorbar(t, mag, yerr=m_err,fmt='o', c='k', label='Data')\n",
+ "plt.fill_between(ts, p_mu - np.sqrt(p_var), p_mu + np.sqrt(p_var),c=\"g\", \\\n",
+ " alpha=0.5, label='Uncertainty')\n",
+ "plt.title('Model Uncertainty')\n",
+ "plt.ylabel('Magnitude')\n",
+ "plt.xlabel('Time')\n",
+ "plt.legend()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "id": "47bd2315",
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ },
+ {
+ "cell_type": "markdown",
+ "id": "fb5eb72a",
+ "metadata": {},
+ "source": [
+ "N.B. you should be a bit worried about \"burn in\" and how the walkers were initialized throughout. If you plan to use GPs to search for periods in your own work, I highly recommend you read Angus et al. 2018 on the GP periodogram. Angus et al. provide far more intelligent methods for initializing the MCMC than what is presented here. "
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "7dfbe936",
+ "metadata": {},
+ "source": [
+ "### Q3: PyMC (yes, that thing), hierarchical mixture models, and the mass-radius relation for small exoplanets\n",
+ "\n",
+ "The mass-radius relation is a relationship between the radius $R$ of an exoplanet and its mass $M$. We usually call planets smaller than the Neptune size $(R < 4 R_{\\oplus})$ small planets. In the Solar System, we don't have any planets between the Earth and Neptune sizes ($ 1-4 R_{\\oplus}$), whereas in extrasolar systems, plenty of planets with radii in the range are observed. Thus, it's extremely intriguing to study the compositions of these planets and understand why we don't have one in the Solar System.\n",
+ "\n",
+ "In this problem, you will work on one of the papers that one of our colloquium speakers brought up (this is why you should go to colloquium btw, because it'd have totally helped with this final exam to know the answer) - the mass-radius relation for small exoplanets around M-dwarfs. \n",
+ "\n",
+ "The paper is by [Luque et al., Science 377, 1211 (2022)](https://ui.adsabs.harvard.edu/abs/2022arXiv220903871L/abstract). We will reproduce some of their results using the PyMC."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "63c9097c",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "array(['ID', 'ID_Star', 'Star', 'AltName', 'Karmn', 'RA_J2000',\n",
+ " 'DE_J2000', 'SpT', 'SpTnum', 'd_pc', 'ed_pc', 'Lbol_Lsol',\n",
+ " 'eLbol_Lsol', 'Teff_K', 'eTeff_K', 'R_Rsol', 'eR_Rsol', 'M_Msol',\n",
+ " 'eM_Msol', 'J_mag', 'eJ_mag', 'Ks_mag', 'eKs_mag', 'Planet', 'TOI',\n",
+ " 'Porb_d', 'a_au', 'R_Rterra', 'euR_Rterra', 'edR_Rterra',\n",
+ " 'M_Mterra', 'euM_Mterra', 'edM_Mterra', 'rho_gcm-3', 'eurho_gcm-3',\n",
+ " 'edrho_gcm-3', 'Teq_K', 'euTeq_K', 'edTeq_K', 'TSM', 'ESM',\n",
+ " 'Method', 'DiscoveryRef', 'ParameterRef'], dtype=object)"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "## Download the dataset from Luque et al. 2022\n",
+ "data = pd.read_csv(\"https://carmenes.caha.es/ext/tmp/TMP.csv\")\n",
+ "data.columns.values"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "d55928b1",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "## Lets extract mass and radius and their uncertainties from the data; both M and R are in Earth units \n",
+ "M = data.M_Mterra\n",
+ "R = data.R_Rterra\n",
+ "\n",
+ "err_M = (data.edM_Mterra+data.euM_Mterra)/2 # Assume the + and - errors on M and R are symmetric because lazy\n",
+ "err_R = (data.edR_Rterra+data.euR_Rterra)/2\n",
+ "\n",
+ "ind = err_R < 1.\n",
+ "M = M[ind]\n",
+ "R = R[ind]\n",
+ "err_M = err_M[ind]\n",
+ "err_R = err_R[ind]\n",
+ "\n",
+ "c=data['rho_gcm-3'][ind]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "id": "5620dc2e",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "## Plot the mass and radius of small planets around M-dwarfs\n",
+ "plt.figure(figsize=(5,4))\n",
+ "plt.errorbar(M, R, xerr=err_M, yerr=err_R,\n",
+ " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n",
+ "plt.scatter(M, R, c=c, zorder=100, cmap='plasma_r')\n",
+ "plt.xscale('log')\n",
+ "plt.xlabel('Mass [Earth mass]')\n",
+ "plt.ylabel('Radius [Earth radius]')\n",
+ "plt.colorbar(label=r'Density [g/cm$^3$]')\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "095492f6",
+ "metadata": {},
+ "source": [
+ "Exoplaneteers made up cute names to describe planets in different compositions.\n",
+ "- \"Rocky world\" if a planet has a bulk density similar to the Earth.\n",
+ "- \"Water world\" if a planet has a bulk density consistent with 50% rocky and 50% water ice.\n",
+ "- \"Puffy world\" if a planet has a bulk density smaller than the \"Water World\" density.\n",
+ "\n",
+ "Now, while it's possible that this final is making you wish you were on a \"puff\" of something or the other, we'll restrict our analysis to the rocky and water worlds. It's where the grant dollars are. \n",
+ "\n",
+ "\n",
+ "### 3a - modeling the mass radius relation for rocky worlds (11 pts) \n",
+ "\n",
+ "First, select the rocky worlds. \n",
+ "\n",
+ "Let's write down the mass-radius relation for rocky worlds as a power law.\n",
+ "\n",
+ "$R = aM^b$, where $a$ is proportional to $1/\\rho_{\\oplus}$, and $b$ is unitless. If the relation follows $M = \\frac{4}{3}\\pi R^3 \\rho$, we have $a = 1$ and $b = 1/3$. However, in reality, the interior density of planets is not uniform and depends on the equation of state.\n",
+ "\n",
+ "Build a PyMC model to find parameters of interest {a, b}. Plot the traces (`pm` has a `plot_trace` function)and inferred model, along with some draws.\n",
+ "\n",
+ "Hints:\n",
+ "- As a, b have to be positive, I'd suggest Uniform priors on log a, log b, and then using pm.Deterministic to exponentiate them \n",
+ "- For the masses, since you've selected the rocky worlds, I'd suggest a normal distribution with the sample mean and sample standard deviation of the rocky worlds. \n",
+ "- Given M, a, b you can use pm.Deterministic to get R_model\n",
+ "- Assume our favorite normal likelihood for R_model. You have the observed radius and their uncertainties from the file."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "88bab092",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "[ 6.38 1.76 3.21 6.36 2.33 2.87 1.54 7.57 1.58 1.58\n",
+ " 2.14 3.09 1.86 2.22 5.77 7.49 1.84 0.546 5.9 1.66\n",
+ " 2.34 11.1 2.82 13.5 1.21 4.82 1.32 9.95 1.374 1.308\n",
+ " 0.388 0.692 1.039 1.321 0.326 4.6 ]\n"
+ ]
+ }
+ ],
+ "source": [
+ "import pymc as pm\n",
+ "import numpy as np\n",
+ "\n",
+ "def model(a,b,m):\n",
+ " return a*m**b\n",
+ "\n",
+ "#select rocky planets (earth-like density rho~5.51 g/cm^3)\n",
+ "maskR = (c.values>=5.51*2/3) #assume all planets with rho>5.51 are rocky, but use 2/3 as minimum cutoff \n",
+ "Mr = M.values[maskR]\n",
+ "Rr = R.values[maskR]\n",
+ "err_Mr = err_M.values[maskR]\n",
+ "err_Rr = err_R.values[maskR]\n",
+ "cr = c.values[maskR]\n",
+ "print(Mr)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "16bc73b8",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "Auto-assigning NUTS sampler...\n",
+ "Initializing NUTS using jitter+adapt_diag...\n",
+ "Multiprocess sampling (4 chains in 4 jobs)\n",
+ "NUTS: [loga, logb]\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "x = np.linspace(0.1,np.max(Mr)+10,1000)\n",
+ "rt = model(a_fit,b_fit,x)\n",
+ "## Plot the mass and radius of small planets around M-dwarfs\n",
+ "plt.figure(figsize=(10,8))\n",
+ "plt.errorbar(Mr, Rr, xerr=err_Mr, yerr=err_Rr,\n",
+ " linestyle='', fmt='o', markersize=4, elinewidth=1.2, capsize=1.2, c='grey')\n",
+ "plt.scatter(Mr, Rr, c=cr, zorder=100, cmap='plasma_r')\n",
+ "plt.plot(x,rt,c='b',label= 'Best Fit Model (Rocky)')\n",
+ "plt.fill_between(x,model(arang[0],brang[0],x),model(arang[1],brang[1],x), fc = 'b', alpha=0.2,\\\n",
+ " label = 'Draws (Rocky)')\n",
+ "\n",
+ "\n",
+ "plt.xscale('log')\n",
+ "plt.xlabel('Mass [Earth mass]')\n",
+ "plt.ylabel('Radius [Earth radius]')\n",
+ "plt.colorbar(label=r'Density [g/cm$^3$]')\n",
+ "plt.legend()\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "5e98bf59",
+ "metadata": {},
+ "source": [
+ "### 3b - The Mass-Radius Relation for Rocky+Water Worlds (23 pts) \n",
+ "\n",
+ "Let's now add water worlds and model the mass-radius relation for both rocky and water worlds. Physically, it will require two models to describe the mass-radius relations for rocky and water worlds. The tricky part is we don't know exactly which kind of worlds a planet is belong to. In this situation, it is helpful to introduce a categorical variable `z` that is either 0 or 1, with the relative posterior probabilities telling us how Rocky/Watery a planet is.\n",
+ "\n",
+ "Select the Rocky Water worlds - see the categories above 3a again. \n",
+ "\n",
+ "To make this work like magic with PyMC and it's Monte-Carlo sampler, we can choose a special prior for our categorial variable: the Drichlet Prior - https://en.wikipedia.org/wiki/Dirichlet_distribution\n",
+ "\n",
+ " # Two categories for water and rocky worlds\n",
+ " p = pm.Dirichlet(\"p\", a=np.ones(2), shape=2)\n",
+ " z = pm.Categorical(\"z\", p=p, shape=len(RockyWaterWorlds))\n",
+ " \n",
+ "\n",
+ "The rest of the PyMC model should be the same as 3a except you are fitting two relations - one for rocky worlds and one for water worlds, so you need two different `a` and `b` parameters - `shape=2` as above should take it. You might want to sort the `a` parameter with `transform=pm.distributions.transforms.ordered` when you define the prior to sort things. \n",
+ "\n",
+ "Build a PyMC model to find parameters of interest {a, b}. Plot the traces (`pm` has a `plot_trace` function)and inferred model, along with some draws."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "f00e286f",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "#select rocky planets (earth-like density rho~5.51 g/cm^3)\n",
+ "#just selecting planets based on density wasn't giving good fits so here's a more \n",
+ "# specified approach:\n",
+ "#from googling, the estimated maximum mass for rocky planets is ~10 earth masses\n",
+ "# and around 2-3 earth radii. this coupled with the density of water being 1 g/cm^3\n",
+ "# gives the constraints below.\n",
+ "maskW = (M.values<=10) &(R.values<3.5)&(c.values>1)\n",
+ "Mw = M.values[maskW]\n",
+ "Rw = R.values[maskW]\n",
+ "err_Mw = err_M.values[maskW]\n",
+ "err_Rw = err_R.values[maskW]\n",
+ "cw = c.values[maskW]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "id": "80b96a28",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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",
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+ "