A collection of machine learning examples and tutorials.
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The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
- model-serving
- mlops
- llmops
- generative-ai
A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
- artificial-intelligence
- machine-learning
- prediction
- image-prediction
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
- python
- machine-learning
- natural-language-processing
- web-mining
🧙 Build, run, and manage data pipelines for integrating and transforming data.
AI Toolkit for Healthcare Imaging
- healthcare-imaging
- deep-learning
- medical-image-computing
- medical-image-processing
A curated list of practical financial machine learning tools and applications.
TranslatedA trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples.
TranslatedPython implementations of machine learning algorithms
Unified framework for robot learning with multi-physics/renderer support
- robot-learning
- robotics
- omniverse-kit-extension
- isaac-sim
"ClawWork: OpenClaw as Your AI Coworker - 💰 $15K earned in 11 Hours"
EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine
Accessible large language models via k-bit quantization for PyTorch.
- llm
- machine-learning
- pytorch
- qlora
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀
- dataframe
- python
- bigdata
- tabular-data
A resource for learning about Machine learning & Deep Learning
- pytorch
- pytorch-implementation
- pytorch-tutorial
- pytorch-gan
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
- chatgpt
- deep-learning
- instruction-following
- language-model
⚡ TabPFN: Foundation Model for Tabular Data ⚡
- data-science
- foundation-models
- machine-learning
- tabpfn
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
- artificial-intelligence
- deep-learning
- text-to-image
- imagination-machine
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models
TranslatedA Deep-Learning-Based Chinese Speech Recognition System
- tensorflow
- cnn
- ctc
- python
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
- causal-inference
- machine-learning
- graphical-models
- bayesian-networks
StarCraft II Learning Environment
- reinforcement-learning
- machine-learning
- starcraft-ii
- starcraft-ii-replays
A collection of libraries to optimise AI model performances
BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes
- strongsort
- bytetrack
- ocsort
- deep-learning