Build, Manage and Deploy AI/ML Systems
A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.
Perform data science on data that remains in someone else's server
End-to-End Speech Processing Toolkit
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
TensorFlow-based neural network library
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop β all through one unified, production-ready inference API.
Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
so-vits-svc fork with realtime support, improved interface and more features.
ModelScope: bring the notion of Model-as-a-Service to life.
Deep universal probabilistic programming with Python and PyTorch
A collection of machine learning examples and tutorials.
π§ Build, run, and manage data pipelines for integrating and transforming data.
BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes
Uniform Manifold Approximation and Projection
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
Efficiently computes derivatives of NumPy code.
Flower: A Friendly Federated AI Framework
Native MLX runtime for Laya typed decision models β 7β14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.
A free, online learning platform to make quality education accessible for all.
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning. Ongoing development and maintenance by t2k.
Aim π« β An easy-to-use & supercharged open-source experiment tracker.
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
π Online machine learning in Python
Ultimate Python study guide π π π
A concise but complete full-attention transformer with a set of promising experimental features from various papers
Democratizing Reinforcement Learning for LLMs
π :bar_chart: :bulb: Orange: Interactive data analysis
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
ZenML π: One AI Platform from Pipelines to Agents. https://zenml.io.
NVIDIA cuML: GPU-Accelerated Machine Learning
A Next-Generation Training Engine Built for Ultra-Large MoE Models
A PyTorch Library for Accelerating 3D Deep Learning Research
Machine Learning and Computer Vision Engineer - Technical Interview Questions
The visual layer for Git in your own repos: simulate, record, replay, audit, and share entire Git workflows, wherever you or your agents run them.
π€ AutoTrain Advanced
Plug in and Play Implementation of Tree of Thoughts: Deliberate Problem Solving with Large Language Models that Elevates Model Reasoning by atleast 70%
:bouncing_ball_person: Pytorch ReID: A tiny, friendly, strong pytorch implement of person re-id / vehicle re-id baseline. Tutorial πhttps://github.com/layumi/Person_reID_baseline_pytorch/tree/master/tutorial
Pre-trained Deep Learning models and demos (high quality and extremely fast)
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
Open-source Python challenge courses β your AI coding agent teaches, verify.py decides when you're done.
A library of reinforcement learning components and agents
Vector (and Scalar) Quantization, in Pytorch
Synapsa Commons: free, hands-on AI courses that run anywhere (Colab, Kaggle, Binder, Codespaces, Jupyter). EU AI Act conformity evidence, model validation, predictive maintenance, document extraction, retrieval and RAG, AI agents and MCP, a simulated humanoid. Every lesson autograded. From the team building Synapsa.
Python IDE for beginners
Learning in infinite dimension with neural operators.
Superfast AI decision making and intelligent processing of multi-modal data.
Scenic: A Jax Library for Computer Vision Research and Beyond
DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.
A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)
WebApps in pure Python. No JavaScript, HTML and CSS needed
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Evaluation and Tracking for LLM Experiments and AI Agents
A deep learning library for video understanding research.
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Seamlessly integrate LLMs into scikit-learn.
PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.