SciPy

PythonRoboticsAtsushiSakai/PythonRobotics

A comprehensive collection of Python sample codes and a textbook for robotics algorithms, covering localization, mapping, SLAM, path planning, and control.

PythonRoboticsAtsushiSakai/PythonRobotics

A Python code collection and textbook for robotics algorithms, featuring implementations for localization, mapping, SLAM, path planning, and control.

Probabilistic Programming and Bayesian Methods for HackersCamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

An introduction to Bayesian inference and probabilistic programming using Python and PyMC, with a computational-first approach.

shapslundberg/shap

A unified Python library for explaining any machine learning model's predictions using Shapley values from game theory.

seabornmwaskom/seaborn

A Python visualization library based on matplotlib for creating attractive statistical graphics with a high-level interface.

tpotEpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

TPOTrhiever/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Librosalibrosa/librosa

A Python library for music and audio analysis, providing tools for feature extraction, visualization, and transformation.

Introduction to Machine Learning with Pythonamueller/introduction_to_ml_with_python

Code and Jupyter notebooks for the book 'Introduction to Machine Learning with Python' by Andreas Mueller and Sarah Guido.

DeepChemdeepchem/deepchem

An open-source Python library for applying deep learning to drug discovery, materials science, quantum chemistry, and biology.

Scikit-imagescikit-image/scikit-image

A comprehensive library for image processing in Python with algorithms for segmentation, filtering, morphology, and feature detection.

LightFMlyst/lightfm

A Python library implementing hybrid recommendation algorithms with metadata support for both implicit and explicit feedback.

imutilsjrosebr1/imutils

A collection of convenience functions to simplify common image processing tasks with OpenCV and Python.

PyQtGraphpyqtgraph/pyqtgraph

A pure-Python graphics library for fast data visualization and GUI tools in scientific and engineering applications.

missingnoResidentMario/missingno

A Python library for visualizing missing data in pandas DataFrames using matrix, bar, heatmap, and dendrogram plots.

implicitbenfred/implicit

Fast Python library for collaborative filtering recommendation algorithms on implicit feedback datasets.

BoTorchpytorch/botorch

A modular library for Bayesian optimization built on PyTorch, enabling efficient optimization of expensive black-box functions.

flownet2-pytorchNVIDIA/flownet2-pytorch

PyTorch implementation of FlowNet 2.0 for optical flow estimation using deep neural networks.

FinancePydomokane/FinancePy

A Python library for pricing and risk management of financial derivatives including fixed-income, equity, FX, and credit derivatives.

POTrflamary/POT

A comprehensive Python library for solving optimal transport problems with solvers for linear, entropic, Gromov-Wasserstein, and unbalanced OT, plus machine learning applications.

naparinapari/napari

A fast, interactive, multi-dimensional image viewer for Python designed for browsing, annotating, and analyzing large scientific images.

Sungjoon's TensorFlow-101sjchoi86/Tensorflow-101

A collection of beginner-friendly TensorFlow tutorials using Jupyter Notebook, covering deep learning fundamentals and practical applications.

DQN-tensorflowdevsisters/DQN-tensorflow

TensorFlow implementation of Deep Q-Networks (DQN) for human-level control in reinforcement learning environments.

lifelinesCamDavidsonPilon/lifelines

A pure Python library for survival analysis, modeling time-to-event data with censoring.

hyperlearndanielhanchen/hyperlearn

HyperLearn provides 2-2000x faster machine learning algorithms with 50% less memory usage, optimized for all hardware.

modALcosmic-cortex/modAL

A modular active learning framework for Python built on scikit-learn, enabling rapid creation of custom workflows.

modALmodAL-python/modAL

A modular active learning framework for Python built on scikit-learn, enabling rapid creation of custom workflows.

CellposeMouseLand/cellpose

A generalist algorithm for cellular segmentation with human-in-the-loop training and superhuman generalization across diverse microscopy images.

qutipqutip/qutip

An open-source Python toolbox for simulating the dynamics of closed and open quantum systems.

Open source Python module for computer visionjesolem/PCV

A pure Python computer vision library based on the book 'Programming Computer Vision with Python'.

A recurrent neural network designed to generate classical music.hexahedria/biaxial-rnn-music-composition

A recurrent neural network that generates classical music using LSTM layers and convolutional-inspired architecture.

SDF Mesh Generationfogleman/sdf

A Python library for generating 3D meshes from signed distance functions (SDFs) with a simple API.

pymattingpymatting/pymatting

A Python library implementing multiple alpha matting algorithms for extracting foreground objects from images.

bCNCvlachoudis/bCNC

A cross-platform CNC command sender, autoleveler, g-code editor, and CAM tool for GrblHAL and GRBL firmware.

thinking bayesAllenDowney/ThinkBayes

Python code and examples for Bayesian statistics from the book 'Think Bayes: Bayesian Statistics Made Simple'.

boruta_pyscikit-learn-contrib/boruta_py

Python implementation of the Boruta all-relevant feature selection method with scikit-learn compatibility.