Machine learning

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

There are 76,646 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++ 182779
transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Language:Python 125967
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 78433
netdata
netdata / netdata
The open-source observability platform everyone needs!
monitoring docker statsd kubernetes cncf prometheus netdata devops observability alerting influxdb grafana data-visualization database linux machine-learning mysql postgresql mongodb raspberry-pi
Language:C 68405
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 ml python r scikit-learn scikit-learn-python
Language:HTML 67194
Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
computer-science algorithms systems databases machine-learning web-development security computer-architecture bioinformatics robotics embedded-systems database-systems computer-vision quantum-computing computational-biology computational-physics deep-learning reinforcement-learning
65112
keras-team / keras
Deep Learning for humans
deep-learning tensorflow neural-networks machine-learning data-science python jax pytorch
Language:Python 61024
tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr
Language:C++ 58388
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
machine-learning python statistics data-science data-analysis
Language:Python 58280
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 57276
awesome-scalability
binhnguyennus / awesome-scalability
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
system-design backend scalability interview architecture devops design-patterns interview-questions awesome-list big-data awesome resources lists web-development programming system interview-practice computer-science distributed-systems machine-learning
53515
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 51939
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 49390
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 machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Language:Jupyter Notebook 48865
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 47295
iperov / DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
faceswap face-swap deep-learning deeplearning deep-neural-networks deepfakes deepface deep-face-swap fakeapp neural-networks neural-nets deepfacelab creating-deepfakes arxiv machine-learning
Language:Python 45661
julia
JuliaLang / julia
The Julia Programming Language
julia-language julia scientific hpc numerical machine-learning programming-language science hacktoberfest julialang
Language:Julia 44606
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
43577
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorflow tutorial examples deep-learning python machine-learning
Language:Jupyter Notebook 43239
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 36702
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 35974
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 34669
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 33889
google-research / google-research
Google Research
ai machine-learning research
Language:Jupyter Notebook 32969
microsoft / 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 32952
photoprism
photoprism / photoprism
AI-Powered Photos App for the Decentralized Web 🌈💎✨
golang tensorflow photography private-cloud google-photos ai machine-learning self-hosted
Language:Go 32856
streamlit / streamlit
Streamlit — A faster way to build and share data apps.
python machine-learning data-science deep-learning data-visualization streamlit data-analysis developer-tools
Language:Python 32076
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 nlp rnn
Language:Jupyter Notebook 31573
ray-project / ray
Ray is a unified framework for scaling AI and Python applications. 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 automl hyperparameter-optimization model-selection java serving deployment pytorch tensorflow llm-serving
Language:Python 31359
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 30622
openpose
CMU-Perceptual-Computing-Lab / openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
caffe computer-vision cpp cvpr-2017 deep-learning face foot-estimation hand-estimation human-behavior-understanding human-pose human-pose-estimation keypoint-detection keypoints machine-learning multi-person opencv openpose pose pose-estimation real-time
Language:C++ 29996
mlabonne / llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
course large-language-models llm machine-learning roadmap
Language:Jupyter Notebook 29698
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 29331
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 algorithms interview-preparation interview-questions search sort educational instructor-materials machine-learning-algorithms artificial-intelligence-algorithms computer-science machine-learning mathematics hacktoberfest
Language:C++ 29254
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 28853
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
deep-learning artificial-intelligence roadmap ai-roadmap machine-learning study-plan data-science data-analysis neural-network ai
Language:JavaScript 28495

Machine learning

tensorflow / tensorflow

huggingface / transformers

pytorch / pytorch

netdata / netdata

microsoft / ML-For-Beginners

Developer-Y / cs-video-courses

keras-team / keras

tesseract-ocr / tesseract

scikit-learn / scikit-learn

d2l-ai / d2l-zh

binhnguyennus / awesome-scalability

ageitgey / face_recognition

deepfakes / faceswap

labmlai / annotated_deep_learning_paper_implementations

ultralytics / yolov5

iperov / DeepFaceLab

JuliaLang / julia

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

aymericdamien / TensorFlow-Examples

LAION-AI / Open-Assistant

GokuMohandas / Made-With-ML

apache / airflow

BVLC / caffe

google-research / google-research

microsoft / DeepSpeed

photoprism / photoprism

streamlit / streamlit

microsoft / AI-For-Beginners

ray-project / ray

fengdu78 / Coursera-ML-AndrewNg-Notes

CMU-Perceptual-Computing-Lab / openpose

mlabonne / llm-course

gradio-app / gradio

TheAlgorithms / C-Plus-Plus

explosion / spaCy

AMAI-GmbH / AI-Expert-Roadmap