machine-learning
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
Repositories (1414)
An Open Source Machine Learning Framework for Everyone
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both i...
f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with c...
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
List of Computer Science courses with video lectures.
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
The fastest path to AI-powered full stack observability, even for lean teams.
Tesseract Open Source OCR Engine (main repository)
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ....
Financial data platform for analysts, quants and AI agents.
scikit-learn: machine learning in Python
Deep Learning for humans
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google D...
Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tra...
Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite
The world's simplest facial recognition api for Python and the command line
Deepfakes Software For All
12 Weeks, 24 Lessons, AI for All!
100 Days of ML Coding
Learn how to develop, deploy and iterate on production-grade ML applications.
The Julia Programming Language
We write your reusable computer vision tools. 💜
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions....
Streamlit — A faster way to build and share data apps.
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
A community-supported supercharged document management system: scan, index and archive all your documents
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
AI-Powered Photos App 🌈💎✨
Query Engine for AI Analytics: Build self-reasoning agents across all your live data
Learn it. Build it. Ship it for others.
Google Research
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
吴恩达老师的机器学习课程个人笔记
Cross-platform, customizable ML solutions for live and streaming media.
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Caffe: a fast open framework for deep learning.
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
Vane is an AI-powered answering engine.
💫 Industrial-strength Natural Language Processing (NLP) in Python
Visualizer for neural network, deep learning and machine learning models