Topic

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 (1432)

rasa
rasa RasaHQ Python

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and...

21.3k
FinGPT
FinGPT AI4Finance-Foundation Jupyter Notebook

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

21.1k
screenpipe
screenpipe screenpipe Rust

YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps

20.9k
awesome-production-machine-learning
awesome-production-machine-learning EthicalML

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

20.8k
video2x
video2x k4yt3x C++

A machine learning-based video super resolution and frame interpolation framework. Est. Hack the Valley II, 2018.

20.8k
machine-learning-for-trading
machine-learning-for-trading stefan-jansen Jupyter Notebook

Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.

20.5k
stanford-cs-229-machine-learning
stanford-cs-229-machine-learning afshinea

VIP cheatsheets for Stanford's CS 229 Machine Learning

20.1k
ml-agents
ml-agents Unity-Technologies C#

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for traini...

19.6k
DeepFaceLab
DeepFaceLab iperov Python

DeepFaceLab is the leading software for creating deepfakes.

19.3k
tfjs
tfjs tensorflow TypeScript

A WebGL accelerated JavaScript library for training and deploying ML models.

19.1k
gun
gun amark JavaScript

An open source cybersecurity protocol for syncing decentralized graph data.

19.1k
nndl
nndl nndl

邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版

19.1k
awesome-nlp
awesome-nlp keon

:book: A curated list of resources dedicated to Natural Language Processing (NLP)

18.9k
pytorch-deep-learning
pytorch-deep-learning mrdbourke Jupyter Notebook

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

18.7k
LightGBM
LightGBM lightgbm-org C++

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking,...

18.7k
ml-engineering
ml-engineering stas00 Python

Machine Learning Engineering Open Book

18.6k
llama-cookbook
llama-cookbook meta-llama Jupyter Notebook

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you ho...

18.6k
Qbot
Qbot UFund-Me Jupyter Notebook

[🔥updating ...] AI 自动量化交易机器人(完全本地部署) AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/...

18.3k
DocsGPT
DocsGPT arc53 Python

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and A...

18.2k
Machine-Learning-Tutorials
Machine-Learning-Tutorials ujjwalkarn

machine learning and deep learning tutorials, articles and other resources

18.1k
abu
abu bbfamily Python

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

18.1k
vision
vision pytorch Python

Datasets, Transforms and Models specific to Computer Vision

17.9k
ML-NLP
ML-NLP NLP-LOVE Jupyter Notebook

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。

17.8k
DeepLearning
DeepLearning Mikoto10032 Jupyter Notebook

深度学习入门教程, 优秀文章, Deep Learning Tutorial

17.7k
CNTK
CNTK microsoft C++

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

17.6k
instant-ngp
instant-ngp NVlabs Cuda

Instant neural graphics primitives: lightning fast NeRF and more

17.5k
Book-Mathematical-Foundation-of-Reinforcement-Learning
Book-Mathematical-Foundation-of-Reinforcement-Learning MathFoundationRL MATLAB

This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."

17.5k
tensor2tensor
tensor2tensor tensorflow Python

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

17.5k
ml-visuals
ml-visuals dair-ai

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

17.4k
ML-YouTube-Courses
ML-YouTube-Courses dair-ai

📺 Discover the latest machine learning / AI courses on YouTube.

17.4k
incubator-mxnet
incubator-mxnet apache C++

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go,...

17.3k
argo-workflows
argo-workflows argoproj Go

Workflow Engine for Kubernetes

16.9k
leedl-tutorial
leedl-tutorial datawhalechina Jupyter Notebook

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

16.7k
weaviate
weaviate weaviate Go

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filteri...

16.7k
Awesome-pytorch-list
Awesome-pytorch-list bharathgs

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

16.6k
LaTeX-OCR
LaTeX-OCR lukas-blecher Python

pix2tex: Using a ViT to convert images of equations into LaTeX code.

16.5k
Screenshot-to-code
Screenshot-to-code emilwallner HTML

A neural network that transforms a design mock-up into a static website.

16.5k
gensim
gensim piskvorky Python

Topic Modelling for Humans

16.5k
numpy-ml
numpy-ml ddbourgin Python

Machine learning, in numpy

16.3k
memvid
memvid memvid Rust

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-ter...

16.2k
awesome-kubernetes
awesome-kubernetes ramitsurana Shell

A curated list for awesome kubernetes sources :ship::tada:

16.1k
MNN
MNN alibaba C++

MNN: A blazing-fast, lightweight inference engine battle-tested by Alibaba, powering high-performance on-device LLMs and Edge AI.

15.9k
lectures
lectures oxford-cs-deepnlp-2017

Oxford Deep NLP 2017 course

15.9k
kubeflow
kubeflow kubeflow

Machine Learning Toolkit for Kubernetes

15.8k
awesome-artificial-intelligence
awesome-artificial-intelligence owainlewis Python

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

15.8k
dvc
dvc treeverse Python

🦉 Data Versioning and ML Experiments

15.8k
burn
burn tracel-ai Rust

Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

15.8k
cheatsheets-ai
cheatsheets-ai kailashahirwar

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learni...

15.4k
pwc
pwc zziz

This repository is no longer maintained.

15.3k
albumentations
albumentations albumentations-team Python

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

15.3k