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5 changes: 2 additions & 3 deletions Cargo.toml
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@ exclude = [".github/*", ".vscode/*"]

[dependencies]
csv = "1.3.1"
ndarray = { version = "0.16.1", features = ["rayon"] }
ndarray = { version = "0.17.2", features = ["rayon"] }
serde = "1.0.188"
serde_json = "1.0.66"
sobol_burley = "0.5.0"
Expand All @@ -28,8 +28,7 @@ tracing-subscriber = { version = "0.3.19", features = [
"time",
] }
faer = "0.23.1"
faer-ext = { version = "0.7.1", features = ["nalgebra", "ndarray"] }
pharmsol = "=0.22.1"
pharmsol = "=0.24.1"
rand = "0.9.0"
anyhow = "1.0.100"
rayon = "1.10.0"
Expand Down
13 changes: 6 additions & 7 deletions benches/bimodal_ke.rs
Original file line number Diff line number Diff line change
Expand Up @@ -8,16 +8,15 @@ fn create_equation() -> equation::ODE {
equation::ODE::new(
|x, p, _t, dx, b, rateiv, _cov| {
fetch_params!(p, ke, _v);
dx[0] = -ke * x[0] + rateiv[0] + b[0];
dx[0] = -ke * x[0] + rateiv[1] + b[1];
},
|_p, _t, _cov| lag! {},
|_p, _t, _cov| fa! {},
|_p, _t, _cov, _x| {},
|x, p, _t, _cov, y| {
fetch_params!(p, _ke, v);
y[0] = x[0] / v;
y[1] = x[0] / v;
},
(1, 1),
)
}

Expand All @@ -27,10 +26,10 @@ fn create_parameters() -> Parameters {
.add("v", 25.0, 250.0)
}

fn create_error_models() -> Result<ErrorModels> {
Ok(ErrorModels::new().add(
0,
ErrorModel::additive(ErrorPoly::new(0.0, 0.5, 0.0, 0.0), 0.0),
fn create_error_models() -> Result<AssayErrorModels> {
Ok(AssayErrorModels::new().add(
1,
AssayErrorModel::additive(ErrorPoly::new(0.0, 0.5, 0.0, 0.0), 0.0),
)?)
}

Expand Down
16 changes: 6 additions & 10 deletions examples/bestdose.rs
Original file line number Diff line number Diff line change
Expand Up @@ -7,29 +7,25 @@ use pmcore::routines::initialization::parse_prior;

fn main() -> Result<()> {
// Example model
let eq = equation::ODE::new(
|x, p, _t, dx, b, _rateiv, _cov| {
let eq = ode! {
diffeq: |x, p, _t, dx, b, _rateiv, _cov| {
// fetch_cov!(cov, t, wt);
fetch_params!(p, ke, _v);
dx[0] = -ke * x[0] + b[0];
},
|_p, _, _| lag! {},
|_p, _, _| fa! {},
|_p, _t, _cov, _x| {},
|x, p, _t, _cov, y| {
out: |x, p, _t, _cov, y| {
fetch_params!(p, _ke, v);
y[0] = x[0] / v;
},
(1, 1),
);
};

let params = Parameters::new()
.add("ke", 0.001, 3.0)
.add("v", 25.0, 250.0);

let ems = ErrorModels::new().add(
let ems = AssayErrorModels::new().add(
0,
ErrorModel::additive(ErrorPoly::new(0.0, 0.20, 0.0, 0.0), 0.0),
AssayErrorModel::additive(ErrorPoly::new(0.0, 0.20, 0.0, 0.0), 0.0),
)?;

// Make settings
Expand Down
16 changes: 6 additions & 10 deletions examples/bestdose_auc.rs
Original file line number Diff line number Diff line change
Expand Up @@ -10,29 +10,25 @@ fn main() -> Result<()> {
println!("======================================\n");

// Simple one-compartment PK model
let eq = equation::ODE::new(
|x, p, _t, dx, b, _rateiv, _cov| {
let eq = ode! {
diffeq: |x, p, _t, dx, b, _rateiv, _cov| {
fetch_params!(p, ke, _v);
dx[0] = -ke * x[0] + b[0];
},
|_p, _, _| lag! {},
|_p, _, _| fa! {},
|_p, _t, _cov, _x| {},
|x, p, _t, _cov, y| {
out: |x, p, _t, _cov, y| {
fetch_params!(p, _ke, v);
y[0] = x[0] / v;
},
(1, 1),
);
};

// Minimal parameter ranges
let params = Parameters::new()
.add("ke", 0.001, 3.0)
.add("v", 25.0, 250.0);

let ems = ErrorModels::new().add(
let ems = AssayErrorModels::new().add(
0,
ErrorModel::additive(ErrorPoly::new(0.0, 0.20, 0.0, 0.0), 0.0),
AssayErrorModel::additive(ErrorPoly::new(0.0, 0.20, 0.0, 0.0), 0.0),
)?;

let mut settings = Settings::builder()
Expand Down
16 changes: 6 additions & 10 deletions examples/bestdose_bounds.rs
Original file line number Diff line number Diff line change
Expand Up @@ -10,28 +10,24 @@ fn main() -> Result<()> {
println!("==========================================\n");

// Simple one-compartment PK model
let eq = equation::ODE::new(
|x, p, _t, dx, b, _rateiv, _cov| {
let eq = ode! {
diffeq: |x, p, _t, dx, b, _rateiv, _cov| {
fetch_params!(p, ke, _v);
dx[0] = -ke * x[0] + b[0];
},
|_p, _, _| lag! {},
|_p, _, _| fa! {},
|_p, _t, _cov, _x| {},
|x, p, _t, _cov, y| {
out: |x, p, _t, _cov, y| {
fetch_params!(p, _ke, v);
y[0] = x[0] / v;
},
(1, 1),
);
};

let params = Parameters::new()
.add("ke", 0.001, 3.0)
.add("v", 25.0, 250.0);

let ems = ErrorModels::new().add(
let ems = AssayErrorModels::new().add(
0,
ErrorModel::additive(ErrorPoly::new(0.0, 0.20, 0.0, 0.0), 0.0),
AssayErrorModel::additive(ErrorPoly::new(0.0, 0.20, 0.0, 0.0), 0.0),
)?;

let mut settings = Settings::builder()
Expand Down
25 changes: 10 additions & 15 deletions examples/bimodal_ke/main.rs
Original file line number Diff line number Diff line change
Expand Up @@ -2,33 +2,28 @@ use anyhow::Result;
use pmcore::prelude::*;

fn main() -> Result<()> {
let eq = equation::ODE::new(
|x, p, _t, dx, b, rateiv, _cov| {
let eq = ode! {
diffeq: |x, p, _t, dx, b, rateiv, _cov| {
// fetch_cov!(cov, t, wt);
fetch_params!(p, ke, _v);
dx[0] = -ke * x[0] + rateiv[0] + b[0];
dx[0] = -ke * x[0] + rateiv[1] + b[1];
},
|_p, _t, _cov| lag! {},
|_p, _t, _cov| fa! {},
|_p, _t, _cov, _x| {},
|x, p, _t, _cov, y| {
out: |x, p, _t, _cov, y| {
fetch_params!(p, _ke, v);
y[0] = x[0] / v;
y[1] = x[0] / v;
},
(1, 1),
);
}
.with_solver(OdeSolver::ExplicitRk(ExplicitRkTableau::Tsit45));

let params = Parameters::new()
.add("ke", 0.001, 3.0)
.add("v", 25.0, 250.0);

let ems = ErrorModels::new()
let ems = AssayErrorModels::new()
.add(
0,
ErrorModel::additive(ErrorPoly::new(0.0, 0.5, 0.0, 0.0), 0.0),
1,
AssayErrorModel::additive(ErrorPoly::new(0.0, 0.5, 0.0, 0.0), 0.0),
)
.unwrap()
.add(1, ErrorModel::None)
.unwrap();

let mut settings = Settings::builder()
Expand Down
25 changes: 11 additions & 14 deletions examples/drusano/main.rs
Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,8 @@ use anyhow::Result;
use pmcore::prelude::*;
#[allow(unused_variables)]
fn main() -> Result<()> {
let eq = equation::ODE::new(
|x, p, t, dx, b, rateiv, _cov| {
let eq = ode! {
diffeq:|x, p, t, dx, b, rateiv, _cov| {
fetch_params!(
p, v1, cl1, v2, cl2, popmax, kgs, kks, e50_1s, e50_2s, alpha_s, kgr1, kkr1,
e50_1r1, alpha_r1, kgr2, kkr2, e50_2r2, alpha_r2, init_4, init_5, h1s, h2s, h1r1,
Expand Down Expand Up @@ -44,9 +44,7 @@ fn main() -> Result<()> {
let xm0best = get_e2(u_r2, v_r2, w_r2, 1.0 / h1r2, 1.0 / h2r2, alpha_s);
dx[4] = xnr2 * (kgr2 * e - kkr2 * xm0best);
},
|_p, _t, _cov| lag! {},
|_p, _t, _cov| fa! {},
|p, t, cov, x| {
init: |p, t, cov, x| {
fetch_params!(
p, v1, cl1, v2, cl2, popmax, kgs, kks, e50_1s, e50_2s, alpha_s, kgr1, kkr1,
e50_1r1, alpha_r1, kgr2, kkr2, e50_2r2, alpha_r2, init_4, init_5, h1s, h2s, h1r1,
Expand All @@ -59,7 +57,7 @@ fn main() -> Result<()> {
x[3] = 10.0_f64.powf(init_4);
x[4] = 10.0_f64.powf(init_5);
},
|x, p, _t, _cov, y| {
out: |x, p, _t, _cov, y| {
fetch_params!(
p, v1, cl1, v2, cl2, popmax, kgs, kks, e50_1s, e50_2s, alpha_s, kgr1, kkr1,
e50_1r1, alpha_r1, kgr2, kkr2, e50_2r2, alpha_r2, init_4, init_5, h1s, h2s, h1r1,
Expand All @@ -71,8 +69,7 @@ fn main() -> Result<()> {
y[3] = x[3].log10();
y[4] = x[4].log10();
},
(5, 5),
);
};

let params = Parameters::new()
.add("v1", 5.0, 160.0)
Expand Down Expand Up @@ -100,26 +97,26 @@ fn main() -> Result<()> {
.add("h1r1", 5.0, 25.0)
.add("h2r2", 10.0, 22.0);

let ems = ErrorModels::new()
let ems = AssayErrorModels::new()
.add(
0,
ErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
AssayErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
)?
.add(
1,
ErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
AssayErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
)?
.add(
2,
ErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
AssayErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
)?
.add(
3,
ErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
AssayErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
)?
.add(
4,
ErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
AssayErrorModel::proportional(ErrorPoly::new(0.1, 0.1, 0.0, 0.0), 1.0),
)?;

let mut settings = SettingsBuilder::new()
Expand Down
10 changes: 6 additions & 4 deletions examples/iov/main.rs
Original file line number Diff line number Diff line change
Expand Up @@ -25,15 +25,17 @@ fn main() -> Result<()> {
fetch_params!(p, _ke0);
y[0] = x[0] / 50.0;
},
(2, 1),
10000,
);
)
.with_nstates(2)
.with_ndrugs(1)
.with_nout(1);

let params = Parameters::new().add("ke0", 0.001, 2.0);

let ems = ErrorModels::new().add(
let ems = AssayErrorModels::new().add(
0,
ErrorModel::additive(ErrorPoly::new(0.0, 0.0, 0.0, 0.0), 0.0000757575757576),
AssayErrorModel::additive(ErrorPoly::new(0.0, 0.0, 0.0, 0.0), 0.0000757575757576),
)?;

let mut settings = Settings::builder()
Expand Down
18 changes: 7 additions & 11 deletions examples/meta/main.rs
Original file line number Diff line number Diff line change
Expand Up @@ -5,8 +5,8 @@
use pmcore::{prelude::*, routines::settings};

fn main() {
let eq = equation::ODE::new(
|x, p, t, dx, b, rateiv, cov| {
let eq = ode! {
diffeq: |x, p, t, dx, b, rateiv, cov| {
fetch_cov!(cov, t, wt, pkvisit);
fetch_params!(p, cls, fm, k20, relv, theta1, theta2, vs);
let cl = cls * ((pkvisit - 1.0) * theta1).exp() * (wt / 70.0).powf(0.75);
Expand All @@ -16,10 +16,7 @@ fn main() {
dx[0] = rateiv[0] - ke * x[0] * (1.0 - fm) - fm * x[0] + b[0];
dx[1] = fm * x[0] - k20 * x[1];
},
|_p, _t, _cov| lag! {},
|_p, _t, _cov| fa! {},
|_p, _t, _cov, _x| {},
|x, p, t, cov, y| {
out: |x, p, t, cov, y| {
fetch_cov!(cov, t, wt, pkvisit);
fetch_params!(p, cls, fm, k20, relv, theta1, theta2, vs);
let cl = cls * ((pkvisit - 1.0) * theta1).exp() * (wt / 70.0).powf(0.75);
Expand All @@ -29,8 +26,7 @@ fn main() {
y[0] = x[0] / v;
y[1] = x[1] / v2;
},
(2, 2),
);
};

let params = Parameters::new()
.add("cls", 0.1, 10.0)
Expand All @@ -41,15 +37,15 @@ fn main() {
.add("theta2", 0.1, 10.0)
.add("vs", 1.0, 10.0);

let ems = ErrorModels::new()
let ems = AssayErrorModels::new()
.add(
0,
ErrorModel::proportional(ErrorPoly::new(1.0, 0.1, 0.0, 0.0), 5.0),
AssayErrorModel::proportional(ErrorPoly::new(1.0, 0.1, 0.0, 0.0), 5.0),
)
.unwrap()
.add(
1,
ErrorModel::proportional(ErrorPoly::new(1.0, 0.1, 0.0, 0.0), 5.0),
AssayErrorModel::proportional(ErrorPoly::new(1.0, 0.1, 0.0, 0.0), 5.0),
)
.unwrap();

Expand Down
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