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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.

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tensorflow /tensorflow

Star189k

An Open Source Machine Learning Framework for Everyone

python machine-learning deep-neural-networks deep-learning neural-network tensorflow ml distributed

UpdatedMar 18, 2025
C++

microsoft /ML-For-Beginners

Star71.5k

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

python education data-science machine-learning r scikit-learn machine-learning-algorithms ml machinelearning machinelearning-python scikit-learn-python microsoft-for-beginners

UpdatedFeb 18, 2025
HTML

ultralytics /yolov5

Star53k

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

ios machine-learning deep-learning ml pytorch yolo object-detection coreml onnx tflite yolov3 yolov5 ultralytics

UpdatedMar 14, 2025
Python

lutzroeder /netron

Star29.7k

Visualizer for neural network, deep learning and machine learning models

machine-learning ai deep-learning neural-network tensorflow numpy keras ml pytorch visualizer machinelearning deeplearning coreml onnx tensorflow-lite safetensors

UpdatedMar 18, 2025
JavaScript

ageron /handson-ml

Star25.3k

⛔️ DEPRECATED – Seehttps://github.com/ageron/handson-ml3 instead.

python machine-learning deep-learning neural-network tensorflow scikit-learn jupyter-notebook ml deprecated distributed

UpdatedOct 3, 2023
Jupyter Notebook

ml-tooling /best-of-ml-python

Star19.8k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

python nlp data-science machine-learning deep-learning tensorflow scikit-learn keras ml data-visualization pytorch transformer data-analysis gpt automl jax data-visualizations gpt-3 chatgpt

UpdatedMar 13, 2025

mlflow /mlflow

Star19.8k

Open source platform for the machine learning lifecycle

machine-learning ai apache-spark ml model-management mlflow

UpdatedMar 18, 2025
Python

onnx /onnx

Star18.6k

Open standard for machine learning interoperability

machine-learning deep-neural-networks deep-learning neural-network mxnet tensorflow scikit-learn keras ml dnn pytorch onnx

UpdatedMar 17, 2025
Python

kubeflow /kubeflow

Star14.8k

Machine Learning Toolkit for Kubernetes

kubernetes machine-learning jupyter notebook tensorflow ml minikube google-kubernetes-engine kubeflow

UpdatedMar 18, 2025
TypeScript

visenger /awesome-mlops

Star13k

A curated list of references for MLOps

engineering devops data-science machine-learning ai ml software-engineering federated-learning mlops

UpdatedNov 21, 2024

mediar-ai /screenpipe

Star12.7k

AI app store powered by 24/7 desktop history. open source | 100% local | dev friendly | 24/7 screen, mic recording

machine-learning ai computer-vision ml agi vision agents multimodal llm

UpdatedMar 18, 2025
TypeScript

ludwig-ai /ludwig

Star11.4k

Low-code framework for building custom LLMs, neural networks, and other AI models

learning data-science machine-learning natural-language-processing computer-vision deep-learning neural-network natural-language ml deep pytorch machinelearning llama deeplearning mistral fine-tuning data-centric llm llm-training llama2

UpdatedMar 3, 2025
Python

google /dopamine

Star10.7k

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

google ai tensorflow ml rl

UpdatedNov 4, 2024
Jupyter Notebook

Unstructured-IO /unstructured

Star10.6k

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

nlp pdf machine-learning natural-language-processing information-retrieval ocr deep-learning ml docx preprocessing pdf-to-text data-pipelines donut document-image-processing document-parser pdf-to-json document-image-analysis llm document-parsing langchain

UpdatedMar 18, 2025
HTML

alibaba /MNN

Star10k

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba. Full multimodal LLM Android App:[MNN-LLM-Android](./apps/Android/MnnLlmChat/README.md)

machine-learning arm deep-learning vulkan ml transformer convolution embedded-devices mnn winograd-algorithm llm

UpdatedMar 13, 2025
C++

pycaret /pycaret

Star9.2k

An open-source, low-code machine learning library in Python

python data-science machine-learning time-series clustering gpu ml regression classification anomaly-detection pycaret citizen-data-scientists

UpdatedMar 6, 2025
Jupyter Notebook

dotnet /machinelearning

Star9.1k

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

machine-learning algorithms dotnet ml

UpdatedMar 17, 2025
C#

Stability-AI /StableStudio

Star9k

Community interface for generative AI

frontend ml stable-diffusion stability-ai

UpdatedApr 30, 2024
TypeScript

Netflix /metaflow

Star8.6k

Build, Deploy and Manage AI/ML Systems

python kubernetes productivity aws data-science machine-learning r ai azure gcp ml datascience high-performance-computing r-package model-management ml-infrastructure mlops ml-platform llm llmops

UpdatedMar 18, 2025
Python

activeloopai /deeplake

Star8.5k

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow.https://activeloop.ai

python data-science machine-learning ai computer-vision deep-learning tensorflow cv image-processing ml pytorch datasets multi-modal datalake mlops vector-search vector-database large-language-models llm langchain

UpdatedMar 11, 2025
Python

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