machine-learning GitHub repositories

machine-learning agentic-ai

kedro-org/kedro

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

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

machine-learning computer-vision

esimov/caire

Content aware image resize library

★ 10.9K+7 todayGo

CVHub520/X-AnyLabeling

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, point cloud and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

skypilot-org/skypilot

The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.

Netflix/metaflow

Build, Manage and Deploy AI/ML Systems

satellite-image-deep-learning/techniques

Techniques for deep learning with satellite & aerial imagery

★ 10.3K+1 todayUnknown

drivendataorg/cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

★ 10.1K+3 todayPython

sktime/sktime

A unified framework for machine learning with time series

★ 10.1K+0 todayPython

yzhao062/pyod

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

google-deepmind/sonnet

TensorFlow-based neural network library

★ 10.0K+0 todayPython

machine-learning computer-vision

roboflow/rf-detr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

★ 9.9K+18 todayPython

alirezadir/AIMLInterviews

A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more

★ 9.9K+2 todayJupyter Notebook

machine-learning recommender-system

gorse-io/gorse

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

★ 9.9K+3 todayGo

MakazhanAlpamys/Soup

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

★ 9.7K+31 todayPython

xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

★ 9.6K+2 todayPython

unit8co/darts

A python library for user-friendly forecasting and anomaly detection on time series.

★ 9.6K+2 todayPython

polakowo/vectorbt

The research engine that gives you an unfair advantage. Run thousands of trading ideas before others finish one.

★ 9.6K+12 todayPython

replicate/cog

Containers for machine learning

★ 9.5K+0 todayGo

dotnet/machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

★ 9.4K+0 todayC#

machine-learning ml

nhivp/Awesome-Embedded

A curated list of awesome embedded programming.

ChenLiu-1996/figures4papers

My Python scripts to make high-quality figures for publications in top AI conferences and journals.

★ 9.2K+235 todayPython

FareedKhan-dev/kimi-k3-in-c

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

modelscope/modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

★ 9.2K+4 todayPython

catboost/catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

★ 9.2K+4 todayC++

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

★ 9.1K+0 todayPython

lazyprogrammer/machine_learning_examples

A collection of machine learning examples and tutorials.

★ 8.9K+1 todayPython

bentoml/BentoML

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

★ 8.9K+2 todayPython

machine-learning artificial-intelligence

mage-ai/mage-ai

🧙 Build, run, and manage data pipelines for integrating and transforming data.

★ 8.8K+0 todayPython

machine-learning reinforcement-learning

VowpalWabbit/vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

★ 8.7K+0 todayC++

bitsandbytes-foundation/bitsandbytes

Accessible large language models via k-bit quantization for PyTorch.

★ 8.5K+2 todayPython

py-why/dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

★ 8.4K+0 todayPython

mikel-brostrom/boxmot

BoxMOT: Pluggable Python and C++ SOTA multi-object tracking modules with support for axis-aligned and oriented bounding boxes

★ 8.3K+1 todayPython

PriorLabs/TabPFN

⚡ TabPFN: Foundation Model for Tabular Data ⚡

★ 8.3K+10 todayPython

machine-learning visualization

lmcinnes/umap

Uniform Manifold Approximation and Projection

★ 8.3K+0 todayPython

machine-learning hacktoberfest

LibrePhotos/librephotos

A self-hosted open source photo management service.

★ 8.1K+0 todayPython

evidentlyai/evidently

Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

★ 8.0K+4 todayJupyter Notebook

NirDiamant/Prompt_Engineering

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

★ 7.9K+0 todayJupyter Notebook

llm ai

MaartenGr/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

★ 7.9K+0 todayPython

machine-learning nlp

stanfordnlp/stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

★ 7.9K+0 todayPython

2FastLabs/agent-squad

Flexible and powerful framework for managing multiple AI agents and handling complex conversations

flyteorg/flyte

Type-safe, distributed orchestration of agents, ML pipelines, and real-time inference on your k8s — in pure Python with async/await, also other languages (rust, go and ts)

★ 7.8K+9 todayGo

HIPS/autograd

Efficiently computes derivatives of NumPy code.

★ 7.5K+0 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.

feast-dev/feast

The Open Source Feature Store for AI/ML

★ 7.3K+2 todayPython

kyegomez/swarms

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

★ 7.3K+0 todayPython

lance-format/lance

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

★ 7.2K+5 todayRust

flwrlabs/flower

Flower: A Friendly Federated AI Framework

★ 7.2K+3 todayPython