Machine learning

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

There are 81,529 repositories under machine-learning topic.

tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow machine-learning python deep-learning deep-neural-networks neural-network ml distributed
Language:C++ 191641
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.
nlp natural-language-processing pytorch pytorch-transformers transformer model-hub pretrained-models speech-recognition hacktoberfest python machine-learning deep-learning audio deepseek gemma glm llm qwen vlm
Language:Python 149806
pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
neural-network autograd gpu numpy deep-learning tensor python machine-learning
Language:Python 93187
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 77350
netdata
netdata / netdata
The fastest path to AI-powered full stack observability, even for lean teams.
monitoring docker kubernetes cncf prometheus netdata devops observability alerting influxdb grafana data-visualization database linux machine-learning mysql postgresql mongodb mcp ai
Language:C 75901
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。
deep-learning book notebook natural-language-processing computer-vision machine-learning python chinese
Language:Python 72352
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
69754
tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr
Language:C++ 69614
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
65355
keras-team / keras
Deep Learning for humans
deep-learning tensorflow neural-networks machine-learning data-science python jax pytorch
Language:Python 63406
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Language:Python 63348
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, ... 🧠
attention deep-learning deep-learning-tutorial gan literate-programming lora machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Python 63211
mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
course llm machine-learning roadmap large-language-models
62118
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 55423
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3 yolov5 object-detection pytorch onnx coreml ios tflite yolo deep-learning machine-learning ml ultralytics
Language:Python 55356
deepfakes / faceswap
Deepfakes Software For All
deep-face-swap deep-learning deep-neural-networks deepface deepfakes deeplearning face-swap faceswap fakeapp machine-learning myfakeapp neural-nets neural-networks openfaceswap
Language:Python 54494
OpenBB
OpenBB-finance / OpenBB
Financial data platform for analysts, quants and AI agents.
python machine-learning finance stocks quantitative-finance economics crypto openbb ai derivatives equity fixed-income options
Language:Python 52253
Avik-Jain / 100-Days-Of-ML-Code
100 Days of ML Coding
machine-learning machine-learning-algorithms infographics tutorial siraj-raval-challenge siraj-raval implementation 100-days-of-code-log 100daysofcode python logistic-regression naive-bayes-classifier linear-regression svm linear-algebra scikit-learn support-vector-machines deep-learning
48193
julia
JuliaLang / julia
The Julia Programming Language
julia-language julia scientific hpc numerical machine-learning programming-language science hacktoberfest julialang
Language:Julia 47634
ultralytics
ultralytics / ultralytics
Ultralytics YOLO 🚀
hub ultralytics yolov8 yolo deep-learning image-classification machine-learning object-detection pytorch tracking instance-segmentation yolov10 yolo-world yolo11 cli computer-vision python pose-estimation rotated-object-detection segment-anything
Language:Python 45570
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Language:Jupyter Notebook 43718
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 43001
airflow
apache / airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow apache apache-airflow python scheduler workflow automation dag data-engineering data-integration data-orchestrator data-pipelines data-science elt etl machine-learning mlops orchestration workflow-engine workflow-orchestration
Language:Python 42365
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 41385
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
deep-learning artificial-intelligence machine-learning ai computer-vision nlp cnn rnn gan microsoft-for-beginners
Language:Jupyter Notebook 40171
deepspeedai / DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero
Language:Python 40097
gradio-app / gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
machine-learning models ui ui-components interface python data-science data-visualization deep-learning data-analysis gradio gradio-interface python-notebook deploy hacktoberfest
Language:Python 39886
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.
ray distributed parallel machine-learning reinforcement-learning deep-learning python rllib hyperparameter-search optimization data-science hyperparameter-optimization serving deployment pytorch tensorflow llm-serving large-language-models llm llm-inference
Language:Python 38937
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 38343
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.
chatgpt language-model rlhf ai assistant discord-bot machine-learning nextjs python
Language:Python 37468
google-research / google-research
Google Research
machine-learning ai research
Language:Jupyter Notebook 35324
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 35032
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 34564
openpose
CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
openpose computer-vision machine-learning cpp caffe opencv human-pose-estimation real-time deep-learning human-behavior-understanding cvpr-2017 multi-person foot-estimation keypoints face pose pose-estimation human-pose keypoint-detection hand-estimation
Language:C++ 33038
TheAlgorithms / C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
cpp algorithm algorithms-implemented data-structures algorithm-competitions interview-preparation interview-questions search sort educational instructor-materials machine-learning-algorithms artificial-intelligence-algorithms computer-science machine-learning mathematics
Language:C++ 32878
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
natural-language-processing data-science machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning named-entity-recognition entity-linking text-classification tokenization
Language:Python 32479

Machine learning

tensorflow / tensorflow

huggingface / transformers

pytorch / pytorch

microsoft / ML-For-Beginners

netdata / netdata

d2l-ai / d2l-zh

Developer-Y / cs-video-courses

tesseract-ocr / tesseract

binhnguyennus / awesome-scalability

keras-team / keras

scikit-learn / scikit-learn

labmlai / annotated_deep_learning_paper_implementations

mlabonne / llm-course

ageitgey / face_recognition

ultralytics / yolov5

deepfakes / faceswap

OpenBB-finance / OpenBB

Avik-Jain / 100-Days-Of-ML-Code

JuliaLang / julia

ultralytics / ultralytics

aymericdamien / TensorFlow-Examples

GokuMohandas / Made-With-ML

apache / airflow

streamlit / streamlit

microsoft / AI-For-Beginners

deepspeedai / DeepSpeed

gradio-app / gradio

ray-project / ray

photoprism / photoprism

LAION-AI / Open-Assistant

google-research / google-research

fengdu78 / Coursera-ML-AndrewNg-Notes

BVLC / caffe

CMU-Perceptual-Computing-Lab / openpose

TheAlgorithms / C-Plus-Plus

explosion / spaCy