Probabilistic Data Structures and Algorithms in Python
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Feb 24, 2020 - Python
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probabilistic-data-structures
Here are 20 public repositories matching this topic...
Exploring Probabilistic Data Structures in Python - my 2021 Pycon USA and Australia and Pycon MEA 2022 talk.
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Jan 17, 2024 - Python
UltraLogLog: A Practical and More Space-Efficient Alternative to HyperLogLog for Approximate Distinct Counting
data-sketching hyperloglog data-sketches cardinality-estimation cardinality probabilistic-data-structures count-distinct ultraloglog
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Jul 9, 2025 - Python
Vanilla python implementation of the K- Heavy Hitters algorithm (data-structure)
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Nov 28, 2017 - Python
Heavykeeper algorithm for Top-K elephant flows - python
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Dec 1, 2025 - Python
Approximate Privacy-Preserving Neighbourhood Estimations
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Dec 30, 2021 - Python
This is an ensemble based spam detection web-application that uses probablistic data-structures based on the paper: A. Singh, S. Batra, Ensemble based spam detection in social IoT using probabilistic data structures, Future Generation Computer Systems (2017), https://doi.org/10.1016/j.future.2017.09.072.
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Dec 28, 2020 - Python
Visual Bloom Filter Project, High Definition! Unicorn Hat HD, Raspberry Pi, Python 3, Flask, Bulma.
python raspberry-pi iot bulma flask-application pimoroni probabilistic-data-structures pimoroni-unicorn-hat-hd
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Jan 21, 2024 - Python
Attempt to build a Bloom Filter implementation using a Pimoroni Unicorn Hat on a Raspberry Pi that talks the RESP protocol.
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Dec 21, 2022 - Python
Bloom filter library written in Python
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Oct 25, 2023 - Python
Bloom Filter in Python using Murmurhash3
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Jun 18, 2016 - Python
Random Forest Classifier to find items for sale on instagram
bloom-filters machine-learning random-forest machine-learning-algorithms scraping probabilistic-models probabilistic-data-structures random-forest-classifier
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Jan 23, 2025 - Python
An abstraction layer around implementations of probabilistic membership testing
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Oct 15, 2023 - Python
Rock Paper Scissors game but the machine can learn, hence, it is about machine learning
machine-learning naive-bayes python3 probabilistic-programming decision-trees probabilistic-data-structures
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Jan 1, 2024 - Python
Billion-scale membership testing: 5 algorithms, probabilistic filters, blazing fast benchmarks!
python data-structure algorithms bloom-filter cuckoo-filter hash-table binary-search linear-search performance-benchmarking probabilistic-data-structures billion-scale membership-testing memory-mapped-files
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Oct 4, 2025 - Python
BloomFilter is a space efficient storage of sets at the cost of a small overall error probability while maintaining scalability.
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Nov 23, 2023 - Python
Enhanced Learned Bloom Filter with cache optimization, incremental learning, and adaptive threshold control
python machine-learning bloom-filter data-structures online-learning probabilistic-data-structures cache-optimization
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Nov 27, 2025 - Python
PDI Project
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Feb 10, 2020 - Python
This project aims to provide an unsupervised lightweight solution to estimate the count of various different category of Vehicles. By implementing a novel Locality Sensitive Hashing based sketch.
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Dec 21, 2023 - Python
Data Pipelines and Sketchy Data Structures for Sub-Linear Retrievals
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Oct 6, 2019 - Python
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