machine-learning GitHub repositories

machine-learning coding-agent

rllm-org/rllm

Democratizing Reinforcement Learning for LLMs

★ 5.9K+1 todayPython

MinishLab/model2vec

Fast State-of-the-Art Static Embeddings

★ 2.3K+1 todayPython

machine-learning agent-skills

dstackai/dstack

A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.

★ 2.3K+1 todayPython

satellite-image-deep-learning/techniques

Techniques for deep learning with satellite & aerial imagery

★ 10.3K+1 todayUnknown

machine-learning statistics

albumentations-team/AlbumentationsX

Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.

avhz/RustQuant

Rust library for quantitative finance.

★ 1.8K+1 todayRust

machine-learning computer-vision

pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

★ 18.0K+1 todayPython

strands-agents/tools

A set of tools that gives agents powerful capabilities.

★ 1.3K+1 todayPython

llm ai

leoncuhk/awesome-quant-ai

A curated list of awesome resources for quantitative investment and trading strategies focusing on artificial intelligence and machine learning applications in finance.

★ 649+1 todayJupyter Notebook

machine-learning agentic-ai

Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

★ 11.0K+1 todayPython

machine-learning data-science

retentioneering/retentioneering-tools

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

scverse/scanpy

Single-cell analysis in Python. Scales to >100M cells.

★ 2.6K+1 todayPython

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials.

★ 8.9K+1 todayPython

machine-learning data-science

skrub-data/skrub

Machine learning with dataframes

★ 1.7K+1 todayPython

hemansnation/AI-Engineer-Headquarters

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

★ 3.8K+1 todayJupyter Notebook

llm ai

MyoHub/myosuite

MyoSuite is a collection of environments/tasks to be solved by musculoskeletal models simulated with the MuJoCo physics engine and wrapped in the OpenAI gym API.

★ 1.3K+1 todayPython

machine-learning mujoco

fastmachinelearning/hls4ml

Machine learning on FPGAs using HLS

★ 2.2K+1 todayPython

machine-learning pytorch

nwuzmedoutlook/university

:octocat:120+国内高校课程资源纯手工整理，欢迎补充、修订

★ 1.2K+1 todayUnknown

machine-learning course

machine-learning causal-inference

uber/causalml

Uplift modeling and causal inference with machine learning algorithms

★ 6.0K+1 todayPython

NVIDIA/cuml

NVIDIA cuML: GPU-Accelerated Machine Learning

★ 5.3K+1 todayPython

machine-learning gpu

apache/hamilton

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

aws/amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

★ 11.0K+1 todayJupyter Notebook

cporter202/ai-agent-tools

A curated collection of AI tools, utilities, and resources for developers and creators

★ 517+1 todayUnknown

INRIA/scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC

★ 1.4K+1 todayJupyter Notebook

Tanu-N-Prabhu/Python

This repository helps you learn Python and Machine Learning from scratch.

★ 2.3K+1 todayJupyter Notebook

machine-learning image-processing

qupath/qupath

QuPath - Open-source bioimage analysis for research

★ 1.5K+1 todayJava

machine-learning datasets

mlcommons/croissant

Croissant is a high-level format for machine learning datasets that brings together four rich layers.

★ 917+1 todayHTML

machine-learning hacktoberfest

huggingface/hub-docs

Docs of the Hugging Face Hub

★ 616+1 todayHandlebars

machine-learning awesome-list

ai4co/awesome-fm4co

Recent research papers about Foundation Models for Combinatorial Optimization

★ 597+1 todayUnknown

pixie-io/pixie

Instant Kubernetes-Native Application Observability

★ 6.6K+1 todayC++

machine-learning golang

openvinotoolkit/openvino_notebooks

📚 Jupyter notebook tutorials for OpenVINO™

★ 3.2K+1 todayJupyter Notebook

stanfordmlgroup/ngboost

Natural Gradient Boosting for Probabilistic Prediction

★ 1.9K+1 todayJupyter Notebook

machine-learning artificial-intelligence

Carl-McBride-Ellis/Compendium-of-free-ML-reading-resources

Compendium of free ML reading resources

★ 578+1 todayUnknown

sstklen/trump-code

🔐 AI decoding Trump's posts × stock market | AI 解碼川普推文 × 美股 | AIでトランプ投稿×株式市場を解読 — 31.5M models, 61.3% hit rate, open source

★ 810+1 todayPython

h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

skforecast/skforecast

Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models

rushter/MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

★ 11.2K+1 todayPython

machine-learning awesome-list

jonathanwvd/awesome-industrial-datasets

A curated collection of public industrial datasets.

★ 614+1 todayPython

neonwatty/machine-learning-refined

Master the fundamentals of machine learning, deep learning, and mathematical optimization by building key concepts and models from scratch using Python.

★ 2.3K+1 todayPython