SciPy

scikit-featurejundongl/scikit-feature

An open-source Python repository providing around 40 feature selection algorithms for machine learning applications.

SpearmintHIPS/Spearmint

A Bayesian optimization software package for automatically running experiments to minimize an objective in as few runs as possible.

fecon235rsvp/fecon235

A collection of Jupyter notebooks for financial economics, providing high-level APIs to retrieve, analyze, and visualize economic data from sources like FRED.

StarDiststardist/stardist

A Python library for 2D/3D object detection and instance segmentation in microscopy images using star-convex shapes.

Crabmuricoca/crab

A flexible, fast recommender engine for Python that integrates classic information filtering algorithms with scientific Python packages.

nnAudioKinWaiCheuk/nnAudio

An audio processing toolbox using PyTorch 1D convolutional neural networks for on-the-fly spectrogram generation with trainable kernels.

fastFMibayer/fastFM

A Python library implementing Factorization Machines with a scikit-learn compatible API for regression, classification, and ranking tasks.

ikpyPhylliade/ikpy

A pure-Python inverse kinematics library for computing robot joint positions from end-effector poses.

ai-imu-drmbrossar/ai-imu-dr

A deep learning-enhanced Kalman filter for accurate vehicle dead reckoning using only an IMU sensor.

scikit-multilearnscikit-multilearn/scikit-multilearn

A scikit-learn compatible Python module for multi-label classification tasks.

Learn Statistics Using Pythonrouseguy/intro2stats

Learn statistics through Python with real-world examples like analyzing marijuana price data across US states.

RNNLIBszcom/rnnlib

A C++ recurrent neural network library for sequence learning problems, specializing in online handwriting prediction and synthesis.

Domain Transfer Networkyunjey/dtn-tensorflow

TensorFlow implementation of unsupervised cross-domain image generation for transferring images between domains like SVHN to MNIST.

Music generation using RNNs (Keras)MattVitelli/GRUV

A Python project for algorithmic music generation using recurrent neural networks.

OpenMDAOOpenMDAO/OpenMDAO

An open-source high-performance computing platform for systems analysis and multidisciplinary optimization, written in Python.

vecstackvecxoz/vecstack

A Python package for stacking (stacked generalization) with both functional and scikit-learn compatible APIs.

Illustration2Vecrezoo/illustration2vec

A deep learning library for tag estimation and semantic feature vector extraction from illustrations.

quaternionmoble/quaternion

A Python module that adds a native quaternion dtype to NumPy for efficient 3D rotation and orientation calculations.

scikit-femkinnala/scikit-fem

A pure Python library for finite element assembly, transforming bilinear forms into sparse matrices and linear forms into vectors.

ipython-notebooksogrisel/notebooks

A collection of IPython notebooks containing machine learning experiments and examples using scikit-learn and related Python libraries.

SOMPYsevamoo/SOMPY

A Python library implementing Self-Organizing Maps (SOM) with batch training, PCA initialization, and visualization tools.

SUAVEsuavecode/SUAVE

A multi-fidelity conceptual design environment for modeling future aircraft with advanced technologies.

DeepSlideBMIRDS/deepslide

A sliding window framework for classifying high-resolution whole-slide microscopy and histopathology images using deep neural networks.

Kaggle Galaxy Challengebenanne/kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle, using convolutional neural networks to classify galaxy morphologies.

RNNLGshawnwun/RNNLG

An open-source benchmark toolkit for Natural Language Generation in spoken dialogue systems, featuring multiple RNN-based models and datasets.

pathsimpathsim/pathsim

A Python-native block diagram framework for simulating continuous-time, discrete-time, and hybrid dynamical systems.

Gavelanishathalye/gavel

A web-based judging system for hackathons and project expos that uses pairwise comparisons to rank projects fairly.

spafeSuperKogito/spafe

A Python library for extracting a wide range of audio spectral features from mono audio files using efficient algorithms.

PaperRobot: Incremental Draft Generation of Scientific IdeasEagleW/PaperRobot

An AI system that incrementally generates scientific paper drafts by predicting links between concepts and generating text sections.

Suite2pMouseLand/suite2p

A complete pipeline for processing two-photon calcium imaging data, including registration, ROI detection, signal extraction, and spike deconvolution.

monolocovita-epfl/monoloco

A 3D vision library for monocular and stereo 3D human detection, social distancing, and body orientation estimation from 2D keypoints.

the-elements-of-statistical-learningmaitbayev/the-elements-of-statistical-learning

Jupyter notebooks implementing algorithms, proofs, and summaries from 'The Elements of Statistical Learning' textbook.

imbalanced-ensembleZhiningLiu1998/imbalanced-ensemble

A Python library for class-imbalanced ensemble learning with 30+ algorithms, built on scikit-learn.

scFoundationbiomap-research/scFoundation

A 100M-parameter foundation model for single-cell transcriptomics, enabling gene expression enhancement, drug response prediction, and perturbation analysis.

scikit-rebateEpistasisLab/scikit-rebate

A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for machine learning.

scikit-tensormnick/scikit-tensor

Python library for multilinear algebra operations and tensor factorizations with support for dense and sparse tensors.