NumPy

Kaprekeunwoochoi/kapre

GPU-accelerated audio preprocessing layers for Keras/TensorFlow, enabling real-time audio feature extraction within neural networks.

xdotjrfonseca/xdot.py

Interactive viewer for Graphviz dot graphs with fast rendering, zoom, and navigation.

Learn Statistics Using Pythonrouseguy/intro2stats

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

pyFMcoreylynch/pyFM

A Python implementation of Factorization Machines for recommendation and classification tasks using stochastic gradient descent with adaptive regularization.

linedrawLingDong-/linedraw

Convert images to vectorized line drawings optimized for pen plotters with sketchy styles and stroke order optimization.

JasonLiTW/simple-railway-captcha-solver#english-versionJasonLiTW/simple-railway-captcha-solver

A CNN-based captcha solver for Taiwan Railway booking website with a training set generator that mimics captcha style and uses data augmentation.

anchormarcotcr/anchor

A model-agnostic method for generating high-precision rule-based explanations for black-box classifier predictions.

Music generation using RNNs (Keras)MattVitelli/GRUV

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

stock_market_reinforcement_learningkh-kim/stock_market_reinforcement_learning

An OpenAI Gym environment for stock market trading simulation with Deep Q-learning and Policy Gradient implementations.

zheyemuchrooms/zheye

A convolutional neural network program that identifies inverted Chinese character captchas used by Zhihu for login verification.

Cam2BEVika-rwth-aachen/Cam2BEV

A TensorFlow implementation for generating semantically segmented bird's eye view images from multiple vehicle-mounted cameras using a Sim2Real deep learning approach.

quadpysigma-py/quadpy

A comprehensive Python library offering over 1500 numerical integration schemes for 1D, 2D, and nD domains with support for complex, vector, and matrix-valued functions.

Tensorflow Data Validation (TFDV)tensorflow/data-validation

A scalable library for exploring, validating, and monitoring machine learning data, integrated with TensorFlow and TFX.

tffmgeffy/tffm

TensorFlow implementation of arbitrary order (≥2) Factorization Machines for classification and regression tasks.

OpenMDAOOpenMDAO/OpenMDAO

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

GitHub repositoryPRBonn/OverlapNet

A Siamese neural network for LiDAR-based loop closing and localization by predicting scan overlap and relative yaw angle.

HoVer-Netvqdang/hover_net

A PyTorch-based deep learning model for simultaneous nuclear instance segmentation and classification in histopathology images.

cadrl_rosmfe7/cadrl_ros

ROS package implementing a deep reinforcement learning algorithm for dynamic obstacle avoidance in ground robots.

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.

profanity-checkvzhou842/profanity-check

A fast, robust Python library to detect offensive language in text using a machine learning model.

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.

pptkheremaps/pptk

A Python package for visualizing and processing 2D/3D point clouds with interactive rendering and parallelized queries.

Jupyter ROSRoboStack/jupyter-ros

Jupyter widget helpers for ROS, enabling interactive robotics development in notebooks.

pyhsmmmattjj/pyhsmm

A Python library for Bayesian inference in Hidden Markov Models (HMMs) and Hidden semi-Markov Models (HSMMs) with nonparametric extensions.

ipython-notebooksogrisel/notebooks

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

kandkand-ta/kand

A modern, high-performance technical analysis library built in Rust with Python and WebAssembly bindings.

cnn_handwritten_chinese_recognitiontaosir/cnn_handwritten_chinese_recognition

A web application that uses a CNN model to recognize handwritten Chinese characters from an online drawing canvas.

SOMPYsevamoo/SOMPY

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

Auto_ViMLAutoViML/Auto_ViML

Automatically builds high-performance interpretable machine learning models with minimal features using a single line of code.

BlueSkyTUDelft-CNS-ATM/bluesky

An open-source Python-based air traffic simulator for research on air traffic management and air traffic flows.

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.

mtcnnCongWeilin/mtcnn-caffe

A Caffe implementation of MTCNN for joint face detection and alignment using a multi-task cascaded convolutional neural network.