Machine learning

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

There are 74,372 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++ 179329
transformers
huggingface / transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nlp natural-language-processing pytorch language-model tensorflow bert language-models pytorch-transformers nlp-library transformer model-hub pretrained-models jax flax seq2seq speech-recognition hacktoberfest python machine-learning deep-learning
Language:Python 116810
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 73418
netdata
netdata / netdata
Monitor your servers, containers, and applications, in high-resolution and in real-time!
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 66252
ML-For-Beginners
microsoft / ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
ml data-science machine-learning machine-learning-algorithms machinelearning python machinelearning-python scikit-learn scikit-learn-python r education
Language:HTML 62861
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
62413
keras-team / keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Language:Python 59991
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
machine-learning python statistics data-science data-analysis
Language:Python 56656
tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
tesseract tesseract-ocr ocr lstm machine-learning ocr-engine hacktoberfest
Language:C++ 55129
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 51669
ageitgey / face_recognition
The world's simplest facial recognition api for Python and the command line
machine-learning face-detection face-recognition python
Language:Python 50454
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
49935
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 47813
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 43791
julia
JuliaLang / julia
The Julia Programming Language
julia-language julia scientific hpc numerical machine-learning programming-language science hacktoberfest julialang
Language:Julia 43640
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 43621
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorflow tutorial examples deep-learning python machine-learning
Language:Jupyter Notebook 43046
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
42318
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
Language:Jupyter Notebook 39684
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 35920
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 34696
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 33686
google-research / google-research
Google Research
machine-learning ai research
Language:Jupyter Notebook 31602
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 30306
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 30055
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 29367
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 28951
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 28936
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++ 28839
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 27758
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 27437
ZuzooVn / machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
machine-learning deep-learning artificial-intelligence software-engineer machine-learning-algorithms
27378
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++ 26858
donnemartin / data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn kaggle spark mapreduce hadoop matplotlib pandas numpy scipy keras
Language:Python 25849
pytorch-lightning
Lightning-AI / pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
python deep-learning artificial-intelligence ai pytorch data-science machine-learning
Language:Python 25367
dmlc / xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
gbdt gbrt gbm distributed-systems xgboost machine-learning
Language:C++ 25072

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