Machine Learning and AI Engineer open source stack
Selected repositories matched to this profile using language, topics, activity and real usage patterns.
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference...
Deep Learning for humans
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API conn...
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optim...
Ultralytics YOLO 🚀
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context...
Clone a voice in 5 seconds to generate arbitrary speech in real-time
Machine Learning Engineering Open Book
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time...
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Production-ready platform for agentic workflow development.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Deepfakes Software For All
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Stable Diffusion web UI
🦜🔗 The platform for reliable agents.
A high-throughput and memory-efficient inference and serving engine for LLMs
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
LlamaIndex is the leading framework for building LLM-powered agents over your data.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "...
A PyTorch-based Speech Toolkit
An Open Source Machine Learning Framework for Everyone
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3,...
AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or...
Build, Manage and Deploy AI/ML Systems
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Context retrieval for AI agents across apps and databases
scikit-learn: machine learning in Python
Financial data platform for analysts, quants and AI agents.
Streamlit — A faster way to build and share data apps.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
The open source developer platform to build AI agents and models with confidence. Enhance your AI applications with end-to-end tracking, observability, and e...
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
🙌 OpenHands: AI-Driven Development
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.
Universal memory layer for AI Agents
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.
Memory for AI Agents in 6 lines of code
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper...
TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.
The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, MCP compatibility, and more.
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.