Most popular machine-learning repositories and open source projects

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.

python-machine-learning-book

The "Python Machine Learning (1st edition)" book code repository and...

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ggml

Tensor library for machine learning

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fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

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tvm

Open deep learning compiler stack for cpu, gpu and specialized acceler...

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tutorials

机器学习相关教程

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Open3D

Open3D: A Modern Library for 3D Data Processing

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marimo

A reactive notebook for Python — run reproducible experiments, query w...

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video l...

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mlops-zoomcamp

Free MLOps course from DataTalks.Club

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optuna

A hyperparameter optimization framework

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Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

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clip-as-service

🏄 Embed/reason/rank images and sentences with CLIP models

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ludwig

Low-code framework for building custom LLMs, neural networks, and othe...

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vis...

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turicreate

Turi Create simplifies the development of custom machine learning mode...

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ML-Papers-of-the-Week

🔥Highlighting the top ML papers every week.

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Qbot

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quanti...

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dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebo...

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nmap

Nmap - the Network Mapper. Github mirror of official SVN repository.

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GPU-Puzzles

Solve puzzles. Learn CUDA.

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MLAlgorithms

Minimal and clean examples of machine learning algorithms implementati...

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Ai-Learn

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基...

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unstructured

Open source libraries and APIs to build custom preprocessing pipelines...

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txtai

💡 All-in-one open-source embeddings database for semantic search, LLM...

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machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have off...

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Li...

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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and...

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caire

Content aware image resize library

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kornia

🐍 Geometric Computer Vision Library for Spatial AI

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yolov3

YOLOv3 in PyTorch > ONNX > CoreML > TFLite

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stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: Tens...

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stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinf...

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mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related...

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kedro

Kedro is a toolbox for production-ready data science. It uses software...

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MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tes...

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burn

Burn is a new comprehensive dynamic Deep Learning Framework built usin...

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nerfstudio

A collaboration friendly studio for NeRFs

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mlcourse.ai

Open Machine Learning Course

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3D-Machine-Learning

A resource repository for 3D machine learning

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doccano

Open source annotation tool for machine learning practitioners.

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tpot

A Python Automated Machine Learning tool that optimizes machine learni...

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sonnet

TensorFlow-based neural network library

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wandb

The AI developer platform. Use Weights & Biases to train and fine-tune...

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computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

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tflearn

Deep learning library featuring a higher-level API for TensorFlow.

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petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to...

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Machine-Learning

:zap:机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性...

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fiftyone

Refine high-quality datasets and visual AI models

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FlexLLMGen

Running large language models on a single GPU for throughput-oriented...

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TensorFlow-Tutorials

TensorFlow Tutorials with YouTube Videos

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