Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

There are 82,668 repositories under machine-learning topic.

tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow
Language:C++ 192333
transformers
huggingface / transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm
Language:Python 152207
pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
autograd deep-learning gpu machine-learning neural-network numpy python tensor
Language:Python 94784
ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python microsoft-for-beginners ml python r scikit-learn scikit-learn-python
Language:Jupyter Notebook 78712
LLMs-from-scratch
rasbt / LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
ai artificial-intelligence chatbot chatgpt deep-learning from-scratch generative-ai gpt language-model large-language-models llm machine-learning neural-networks python pytorch transformers
Language:Jupyter Notebook 78096
netdata
netdata / netdata
The fastest path to AI-powered full stack observability, even for lean teams.
ai alerting cncf data-visualization database devops docker grafana influxdb kubernetes linux machine-learning mcp mongodb monitoring mysql netdata observability postgresql prometheus
Language:C 76592
d2l-ai / d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python
Language:Python 73697
tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr
Language:C++ 70747
Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
algorithms bioinformatics computational-biology computational-physics computer-architecture computer-science computer-vision database-systems databases deep-learning embedded-systems machine-learning quantum-computing reinforcement-learning robotics security systems web-development
70146
mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
course large-language-models llm machine-learning roadmap
66776
awesome-scalability
binhnguyennus / awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
architecture awesome awesome-list backend big-data computer-science design-patterns devops distributed-systems interview interview-practice interview-questions lists machine-learning programming resources scalability system system-design web-development
66572
annotated_deep_learning_paper_implementations
labmlai / annotated_deep_learning_paper_implementations
🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
deep-learning deep-learning-tutorial pytorch gan transformers reinforcement-learning optimizers neural-networks transformer machine-learning attention literate-programming lora
Language:Python 64172
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Language:Python 63942
keras-team / keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Language:Python 63538
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite ultralytics yolo yolov3 yolov5
Language:Python 55948
ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
face-detection face-recognition machine-learning python
Language:Python 55704
deepfakes / faceswap
Deepfakes Software For All
faceswap face-swap deep-learning deeplearning deep-neural-networks deepfakes deepface deep-face-swap fakeapp neural-networks neural-nets openfaceswap myfakeapp machine-learning
Language:Python 54671
OpenBB
OpenBB-finance / OpenBB
Financial data platform for analysts, quants and AI agents.
ai crypto derivatives economics equity finance fixed-income machine-learning openbb options python quantitative-finance stocks
Language:Python 54347
Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
48686
ultralytics
ultralytics / ultralytics
Ultralytics YOLO 🚀
cli computer-vision deep-learning hub image-classification instance-segmentation machine-learning object-detection pose-estimation python pytorch rotated-object-detection segment-anything tracking ultralytics yolo yolo-world yolo11 yolov10 yolov8
Language:Python 48391
julia
JuliaLang / julia
The Julia Programming Language
hacktoberfest hpc julia julia-language julialang machine-learning numerical programming-language science scientific
Language:Julia 47945
llm-app
pathwaycom / llm-app
Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.
chatbot hugging-face llm llm-local llm-prompting llm-security llmops pathway real-time vector-index open-ai vector-database retrieval-augmented-generation machine-learning rag
Language:Jupyter Notebook 46562
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
machine-learning deep-learning pytorch natural-language-processing data-science python mlops data-engineering data-quality distributed-ml llms ray distributed-training
Language:Jupyter Notebook 44197
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Language:Jupyter Notebook 43754
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning microsoft-for-beginners nlp rnn
Language:Jupyter Notebook 43617
airflow
apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow apache apache-airflow automation dag data-engineering data-integration data-orchestrator data-pipelines data-science elt etl machine-learning mlops orchestration python scheduler workflow workflow-engine workflow-orchestration
Language:Python 43114
streamlit / streamlit
Streamlit — A faster way to build and share data apps.
data-analysis data-science data-visualization deep-learning developer-tools machine-learning python streamlit
Language:Python 42110
deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
deep-learning pytorch gpu machine-learning billion-parameters data-parallelism model-parallelism inference pipeline-parallelism compression mixture-of-experts trillion-parameters zero
Language:Python 40629
gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface interface machine-learning models python python-notebook ui ui-components
Language:Python 40439
ray-project / ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search large-language-models llm llm-inference llm-serving machine-learning optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow
Language:Python 39708
photoprism
photoprism / photoprism
AI-Powered Photos App for the Decentralized Web 🌈💎✨
ai golang google-photos machine-learning photography private-cloud self-hosted tensorflow
Language:Go 38706
LAION-AI / Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf
Language:Python 37493
google-research / google-research
Google Research
ai machine-learning research
Language:Jupyter Notebook 36676
supervision
roboflow / supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning hacktoberfest image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Language:Python 35836
fengdu78 / Coursera-ML-AndrewNg-Notes
吴恩达老师的机器学习课程个人笔记
coursera machine-learning
Language:HTML 35597
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 34719