Machine learning

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

There are 55,536 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++ 165030
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 63522
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:C++ 56146
keras-team / keras
Deep Learning for humans
data-science deep-learning machine-learning neural-networks python tensorflow
Language:Python 55236
scikit-learn / scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Language:Python 50124
tesseract-ocr / tesseract
Tesseract Open Source OCR Engine (main repository)
hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr
Language:C++ 45252
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 44276
aymericdamien / TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Language:Jupyter Notebook 41928
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 41117
julia
JuliaLang / julia
The Julia Programming Language
hpc julia julia-language machine-learning numerical programming-language science scientific
Language:Julia 39311
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
38546
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
37365
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 36179
Developer-Y / cs-video-courses
List of Computer Science courses with video lectures.
algorithms bioinformatics computer-architecture computer-science computer-vision database-systems databases embedded-systems machine-learning programming-language quantum-computing robotics security systems web-development
36104
iperov / DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
arxiv creating-deepfakes deep-face-swap deep-learning deep-neural-networks deepface deepfacelab deepfakes deeplearning face-swap faceswap fakeapp machine-learning neural-nets neural-networks
Language:Python 32674
BVLC / caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Language:C++ 32634
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55个国家的300所大学用于教学。
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python
Language:Python 32587
MadeWithML
GokuMohandas / MadeWithML
Learn how to responsibly deliver value with ML.
data-science deep-learning machine-learning mlops natural-language-processing python pytorch
Language:Jupyter Notebook 30084
yolov5
ultralytics / yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite yolo yolov3 yolov4 yolov5
Language:Python 26509
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
25893
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 25052
ageron / handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
deep-learning distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow
Language:Jupyter Notebook 24420
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++ 24203
terryum / awesome-deep-learning-papers
The most cited deep learning papers
deep-learning deep-neural-networks machine-learning
Language:TeX 23720
google-research / google-research
Google Research
ai machine-learning research
Language:Jupyter Notebook 23409
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 23400
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.
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano
Language:Python 23093
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
distributed-systems gbdt gbm gbrt machine-learning xgboost
Language:C++ 22640
fastai
fastai / fastai
The fastai deep learning library
deep-learning machine-learning pytorch python gpu fastai notebooks colab
Language:Jupyter Notebook 22297
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 21084
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 20631
ray-project / ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java machine-learning model-selection optimization parallel python ray reinforcement-learning rllib serving
Language:Python 20533
sebastianruder / NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks
Language:Python 20367
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Language:JavaScript 19970
datawhalechina / pumpkin-book
《机器学习》（西瓜书）公式详解
book machine-learning pumpkin-book
19822
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
19688

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