imodels
imodels: a python package for fitting interpretable models - Published in JOSS (2021)
PyCM
PyCM: Multiclass confusion matrix library in Python - Published in JOSS (2018)
samgeo
samgeo: A Python package for segmenting geospatial data with the Segment Anything Model (SAM) - Published in JOSS (2023)
LangFair
LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases - Published in JOSS (2025)
Universal Numbers Library
Universal Numbers Library: Multi-format Variable Precision Arithmetic Library - Published in JOSS (2023)
BetaML
BetaML: The Beta Machine Learning Toolkit, a self-contained repository of Machine Learning algorithms in Julia - Published in JOSS (2021)
chemotools
chemotools: A Python Package that Integrates Chemometrics and scikit-learn - Published in JOSS (2024)
Ethical Smart Grid
Ethical Smart Grid: a Gym environment for learning ethical behaviours - Published in JOSS (2023)
VisualTorch
VisualTorch: Streamlining Visualization for PyTorch Neural Network Architectures - Published in JOSS (2024)
datasets
🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
srai
Spatial Representations for Artificial Intelligence - a Python library toolkit for geospatial machine learning focused on creating embeddings for downstream tasks
DEEPaaS API
DEEPaaS API: a REST API for Machine Learning and Deep Learning models - Published in JOSS (2019)
pytorch-lightning
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
txtai
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
https://github.com/recommenders-team/recommenders
Best Practices on Recommendation Systems
ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
en-transformer
Implementation of E(n)-Transformer, which incorporates attention mechanisms into Welling's E(n)-Equivariant Graph Neural Network
fairlearn
A Python package to assess and improve fairness of machine learning models.
tensorzero
TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.
pygmo
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
swarms
The Enterprise-Grade Production-Ready Multi-Agent Orchestration Framework. Website: https://swarms.ai
xcsf
XCSF learning classifier system: rule-based online evolutionary machine learning
chronos-forecasting
Chronos: Pretrained Models for Probabilistic Time Series Forecasting
NeuroDiffEq
NeuroDiffEq: A Python package for solving differential equations with neural networks - Published in JOSS (2020)
acttensor-tf
ActTensor: Activation Functions for TensorFlow. https://pypi.org/project/ActTensor-tf/ Authors: Pouya Ardehkhani, Pegah Ardehkhani
finetuning-scheduler
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
https://github.com/awslabs/gluonts
Probabilistic time series modeling in Python
ccsd
Combinatorial Complex Score-based Diffusion model using stochastic differential equations
mllmcelltype
🏆 #1 Multi-LLM consensus framework | 550+ stars | 95% accuracy | 10+ LLM providers | Leading cell annotation tool
https://github.com/ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
llms-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
aif360
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
polyaxon
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
thinc
🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
multilspy
multilspy is a lsp client library in Python intended to be used to build applications around language servers.
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
https://github.com/airbus/scikit-decide
AI framework for Reinforcement Learning, Automated Planning and Scheduling
marimo
Transform data, train models, and run SQL with marimo — feels like a next-gen reactive notebook, stored as Git-friendly reproducible Python. Deploy as scripts, pipelines, endpoints, and apps. All from an AI-native editor (or your own).
pyscipopt-ml
Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs
monitors4codegen
Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.
https://github.com/carla-simulator/carla
Open-source simulator for autonomous driving research.
https://github.com/gradio-app/fastrtc
The python library for real-time communication
stable-gym
This package contains several gymnasium environments with positive definite cost functions, designed for compatibility with stable RL agents.
obsei
Obsei is a low code AI powered automation tool. It can be used in various business flows like social listening, AI based alerting, brand image analysis, comparative study and more .
https://github.com/nixtla/nixtla
TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.
rho-diffusion
Parameterizing n-dimensional density fields using denoising diffusion probabilistic models
iamai
A rule-driven comprehensive AI toolkit emphasizing simultaneous support for multimodal machine learning and the ability to construct cross-platform robots using logic.(规则驱动式的综合性人工智能工具库,强调同时支持多模态机器学习和利用逻辑构建跨平台机器人的能力)
phd-dissertation
My "Efficient Materials Informatics between Rockets and Electrons" PhD Dissertation in Materials Science and Engineering, defended on May 20th 2024, concisely spanning 352 pages and 109 figures.
aniemore
Emotions recognition from audio and text files (only russian language)
medfm_submission_only
Solution for NeurIPS 2023 - MedFM Challenge
ebtorch
🤓🔥 Collection of PyTorch additions, extensions, utilities, uses and abuses
https://github.com/csinva/csinva.github.io
Slides, paper notes, class notes, blog posts, and research on ML 📉, statistics 📊, and AI 🤖.
PDDL
Julia parser, interpreter and compiler interface for the Planning Domain Definition Language (PDDL). Planners not included.
https://github.com/csinva/tree-prompt
Tree prompting: easy-to-use scikit-learn interface for improved prompting.
https://github.com/csinva/interpretable-embeddings
Interpretable text embeddings by asking LLMs yes/no questions (NeurIPS 2024)
cppe5
Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset
pizzly
Pizzly, financial market analysis combining technical indicators with LLMs, featuring real-time data processing and AI-powered market insights ⚡️
open-rl
Implementations of a large collection of reinforcement learning algorithms.
symmetry-cli
The client for the Symmetry peer-to-peer inference network. Enabling users to connect with each other, share computational resources, and collect valuable machine learning data.
https://github.com/bark-simulator/bark
Open-Source Framework for Development, Simulation and Benchmarking of Behavior Planning Algorithms for Autonomous Driving
hierarchical-dnn-interpretations
Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)
chase-ai
🎮 An artificial intelligence game to demonstrate the A* pathfinding. The enemy will try to get close to the agent and make it stuck between walls.(用于演示A*寻路算法的人工智能游戏,敌人会追踪宝藏并尝试将其困在围墙之间。)
bilp-q
This repository contains the code to reproduce the results presented in the paper BILP-Q: Quantum Coalition Structure Generation
odin-tabs
The Odin Tabs extension is a browser extension that allows you to navigate through your browser tabs using speech recognition and the Large Language Model (LLM) of your choice.
credit-card-prediction
💳 This repository focuses on building a predictive model to assess the likelihood of credit card defaults. The project includes data analysis, feature engineering, and machine learning to provide accurate default predictions.
berkeley-cs188-artificial-intelligence
👻 Solutions for the course "CS188: Artificial Intelligence" of University of California, Berkeley.(加州大学伯克利分校《CS188:人工智能》的课程作业。)
medmodels
MedModels is a high-speed RWE framework to apply the latest methods from scientific research to medical data.
https://github.com/spiceai/spiceai
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.