NumPy

maptracemzucker/maptrace

A Python tool that converts raster map images into clean, watertight polygonal vector maps for crisp display graphics.

Introduction to Deep Learning Using Python (GitHub)rouseguy/intro2deeplearning

A hands-on workshop introducing deep learning concepts with practical examples using neural networks, CNNs, RNNs, and autoencoders.

themis-mlcosmicBboy/themis-ml

A Python library implementing fairness-aware machine learning algorithms for measuring and mitigating discrimination in predictive models.

L2XJianbo-Lab/L2X

A method for selecting interpretable feature subsets from complex models using mutual information optimization.

PyDMDmathLab/PyDMD

A Python package for Dynamic Mode Decomposition, providing tools to extract spatiotemporal coherent structures from time-varying datasets.

three.pystemkoski/three.py

A Python 3D library inspired by Three.js, designed for simplicity and educational use.

GitHub repositoryutiasASRL/pyboreas

A Python devkit for working with the Boreas and Boreas Road Trip all-weather autonomous driving datasets.

ifm3difm/ifm3d

Library and utilities for working with ifm pmd-based 3D Time-of-Flight cameras, supporting O3R, O3D, and O3X platforms.

antimeridiangadomski/antimeridian

A Python library that fixes GeoJSON geometries crossing the 180th meridian (antimeridian) by splitting them into valid shapes.

accupysigma-py/accupy

A Python library for computing accurate sums and dot products, mitigating floating-point errors in numerical computations.

stempegfaroit/stempeg

A Python package for reading and writing STEM multistream audio files using ffmpeg and MP4Box.

Ladder Networkdivamgupta/ladder_network_keras

A Keras implementation of Ladder Networks for semi-supervised learning, achieving 98% accuracy on MNIST with only 100 labeled examples.

NuPIC Studiohtm-community/nupic.studio

An all-in-one tool for creating, training, debugging, and sharing HTM neural networks using the original NuPIC library.

holicityzhou13/holicity

A city-scale dataset and platform for learning holistic 3D structures from panoramic and perspective imagery with detailed annotations.

pydiogmentSuperKogito/pydiogment

Python library for audio augmentation, generating multiple audio files from a mono source with speed, tone, and amplitude modifications.

Mystic Minekoonsolo/MysticMine

An open-source single and multiplayer action game where players control mining carts through challenging levels.

optypejorenham/optype

An opinionated Python typing package providing precise type hints, single-method protocols, exact types, and typed operators.

Tutorials to get started on signal processing for machine learningjinglescode/python-signal-processing

A Python package and tutorial collection for signal processing and machine learning, built on NumPy and SciPy.

Rockpoolsynsense/rockpool

A Python library for building, training, and deploying spiking neural networks with support for multiple simulation backends and neuromorphic hardware.

Multilingual Latent Dirichlet Allocation LDAArtificiAI/Multilingual-Latent-Dirichlet-Allocation-LDA

A Python pipeline for multilingual text clustering using Latent Dirichlet Allocation with stop words removal, n-gram features, and inverse stemming.

Unsupervised Object Countingakosiorek/attend_infer_repeat

A TensorFlow implementation of Attend, Infer, Repeat (AIR), a generative model for fast scene understanding by reconstructing objects sequentially.

Cogitarecogitare-ai/cogitare

A modern, fast, and modular deep learning and machine learning framework for Python built on PyTorch.

NeoDTIFangpingWan/NeoDTI

A neural network model that integrates neighbor information from heterogeneous networks to discover new drug-target interactions.

Big-fishfish-quant/big-fish

A Python toolbox for analyzing smFISH microscopy images, including spot detection and cell segmentation.

flock2clydemcqueen/flock2

ROS2-based swarm controller for autonomous flight of multiple DJI Tello drones using fiducial markers for localization.

KernexASEM000/kernex

Kernex extends JAX with kmap and kscan for differentiable stencil computations, enabling efficient array transformations.

max-weather-forecasterIBM/MAX-Weather-Forecaster

A TensorFlow/Keras LSTM model for hourly weather forecasting, offering univariate, multivariate, and multistep prediction modes.

Selected Topics in Audio Signal Processingspatialaudio/selected-topics-in-audio-signal-processing-exercises

Interactive Jupyter notebook exercises for an audio signal processing lecture, covering practical implementations and simulations.

CAPTCHAzakizhou/CAPTCHA

A TensorFlow-based convolutional neural network for recognizing four-digit CAPTCHA images.

Filtering signal, plotting the STFT and the Laplace transformguillaume-chevalier/filtering-stft-and-laplace-transform

A Python demonstration of applying a Butterworth low-pass filter to a signal and visualizing its Short-Time Fourier Transform and Laplace transform.

delta PVromanodev/deltapv

A photovoltaic simulator with automatic differentiation for solar cell modeling and optimization, built on JAX.

MAPSmahmoodlab/MAPS

A machine learning approach for rapid, pathologist-level cell type annotation from spatial proteomics data like MIBI and CODEX.

PGMaxvicariousinc/PGMax

A JAX-based library for loopy belief propagation on discrete factor graphs, enabling efficient probabilistic inference.

SnapVXsnap-stanford/snapvx

A Python solver for convex optimization problems defined on graphs, enabling distributed optimization across network structures.