Machine learning

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

There are 64,334 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++ 172255
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 86443
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:C++ 64131
keras-team / keras
Deep Learning for humans
deep-learning tensorflow neural-networks machine-learning data-science python
Language:Python 57649
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 programming-language computer-vision quantum-computing computational-biology computational-physics deep-learning reinforcement-learning
53650
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Language:Python 53423
tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr
Language:C++ 49748
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 47629
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:Jupyter Notebook 45342
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
44196
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 44034
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
tensorflow tutorial examples deep-learning python machine-learning
Language:Jupyter Notebook 42625
julia
JuliaLang / julia
The Julia Programming Language
julia-language julia scientific hpc numerical machine-learning programming-language science hacktoberfest
Language:Julia 41886
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
40401
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60多个国家的400多所大学用于教学。
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python
Language:Python 40328
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 38002
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
yolov3 yolov4 yolov5 object-detection pytorch onnx coreml ios tflite yolo deep-learning machine-learning ml
Language:Python 36465
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 33181
Made-With-ML
GokuMohandas / Made-With-ML
Learn how to responsibly develop, deploy and maintain production machine learning applications.
machine-learning deep-learning pytorch natural-language-processing data-science python mlops data-engineering
Language:Jupyter Notebook 32766
google-research / google-research
Google Research
machine-learning ai research
Language:Jupyter Notebook 27958
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 27238
ZuzooVn / machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
artificial-intelligence deep-learning machine-learning machine-learning-algorithms software-engineer
26669
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++ 26427
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 25544
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 25195
ageron / handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
tensorflow scikit-learn machine-learning python deep-learning neural-network ml distributed jupyter-notebook deprecated
Language:Jupyter Notebook 24978
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 24788
ray-project / ray
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) 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
Language:Python 24651
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 24420
terryum / awesome-deep-learning-papers
The most cited deep learning papers
deep-learning deep-neural-networks machine-learning
Language:TeX 24332
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++ 23881
applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-machine-learning production applied-data-science machine-learning data-science reinforcement-learning data-engineering recsys search deep-learning data-quality data-discovery computer-vision natural-language-processing
23873
TheAlgorithms / C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
algorithm algorithm-competitions algorithms algorithms-implemented artificial-intelligence-algorithms computer-science cpp data-structures educational hacktoberfest instructor-materials interview-preparation interview-questions machine-learning machine-learning-algorithms mathematics search sort
Language:C++ 23663
fastai
fastai / fastai
The fastai deep learning library
deep-learning machine-learning pytorch python gpu fastai notebooks colab
Language:Jupyter Notebook 23567
streamlit / streamlit
Streamlit — The fastest way to build data apps in Python
python machine-learning data-science deep-learning data-visualization streamlit data-analysis developer-tools
Language:Python 23346
eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Language:Python 22005

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