Machine learning

Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.

Repositories 32,990

tensorflow / tensorflow

133k

An Open Source Machine Learning Framework for Everyone

tensorflow machine-learning python deep-learning deep-neural-networks neural-network ml distributed

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good first issue 2.0

#30895 opened Jul 20, 2019 by kuri-leo

good first issue type:docs 2.0

#26270 opened Mar 1, 2019 by tsbertalan

good first issue type:docs 2.0

#26211 opened Feb 28, 2019 by BlackHoundNate

C++ Updated Aug 21, 2019

keras-team / keras

43.6k

Deep Learning for humans

deep-learning tensorflow neural-networks machine-learning data-science python

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Good first issue type:docs stat:contributions welcome

#12219 opened Feb 6, 2019 by gabrieldemarmiesse

Good first issue stat:contributions welcome

#12163 opened Jan 29, 2019 by gabrieldemarmiesse

Good first issue stat:contributions welcome

#12164 opened Jan 29, 2019 by gabrieldemarmiesse

Python Updated Aug 20, 2019

scikit-learn / scikit-learn

36.7k

scikit-learn: machine learning in Python

machine-learning python statistics data-science data-analysis

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Easy Bug

#14672 opened Aug 16, 2019 by amueller

Easy Bug

#14641 opened Aug 13, 2019 by bartolsthoorn

Documentation Easy help wanted

#14582 opened Aug 6, 2019 by jnothman

Python Updated Aug 21, 2019

aymericdamien / TensorFlow-Examples

33.5k

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow tutorial examples deep-learning python machine-learning

Jupyter Notebook Updated Aug 17, 2019

pytorch / pytorch

31k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

neural-network autograd gpu numpy deep-learning tensor python machine-learning

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good first issue module: distributions

#22970 opened Jul 17, 2019 by heidekrueger

good first issue module: internals

#20704 opened May 20, 2019 by yf225

good first issue feature

#20240 opened May 7, 2019 by cannon

C++ Updated Aug 21, 2019

tesseract-ocr / tesseract

29.3k

Tesseract Open Source OCR Engine (main repository)

tesseract tesseract-ocr ocr lstm machine-learning ocr-engine

Good first issues

documentation feature request

#2053 opened Nov 14, 2018 by AdamWill

documentation training

#1781 opened Jul 16, 2018 by wincentbalin

documentation awaiting feedback

#1131 opened Sep 15, 2017 by Shreeshrii

C++ Updated Aug 18, 2019

BVLC / caffe

28.9k

Caffe: a fast open framework for deep learning.

deep-learning machine-learning vision

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documentation question

#6380 opened May 3, 2018 by wschin

documentation bug

#6361 opened Apr 21, 2018 by ZoroDerVonCodier

documentation question

#6131 opened Dec 25, 2017 by shanyucha

C++ Updated Aug 18, 2019

ageitgey / face_recognition

27.3k

The world's simplest facial recognition api for Python and the command line

machine-learning face-detection face-recognition python

Python Updated Aug 20, 2019

imhuay / Algorithm_Interview_Notes-Chinese

26k

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

interview machine-learning deep-learning algorithm chinese leetcode

Python Updated Jul 23, 2019

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

25.1k

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

Python Updated Jun 8, 2019

JuliaLang / julia

23.4k

The Julia Language: A fresh approach to technical computing.

julia-language programming-language scientific-computing high-performance-computing numerical-computation machine-learning

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good first issue help wanted

#32876 opened Aug 12, 2019 by StefanKarpinski

good first issue display and printing

#32775 opened Aug 3, 2019 by vtjnash

good first issue help wanted

#32684 opened Jul 25, 2019 by mihirparadkar

Julia Updated Aug 21, 2019

ZuzooVn / machine-learning-for-software-engineers

22.4k

A complete daily plan for studying to become a machine learning engineer.

machine-learning deep-learning artificial-intelligence software-engineer machine-learning-algorithms

Updated Jul 24, 2019

deepfakes / faceswap

21.9k

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

Python Updated Aug 19, 2019

GokuMohandas / practicalAI

19.8k

📚 A practical approach to machine learning.

deep-learning pytorch machine-learning natural-language-processing nlp data-science python

Jupyter Notebook Updated Jul 29, 2019

terryum / awesome-deep-learning-papers

19.6k

The most cited deep learning papers

deep-learning deep-neural-networks machine-learning

TeX Updated Feb 24, 2019

dmlc / xgboost

17k

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and…

gbdt gbrt gbm distributed-systems xgboost machine-learning

C++ Updated Aug 21, 2019

ageron / handson-ml

16.3k

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python …

tensorflow scikit-learn machine-learning python deep-learning neural-network ml distributed jupyter-notebook

Jupyter Notebook Updated Aug 14, 2019

microsoft / CNTK

16.3k

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cognitive-toolkit cntk deep-learning machine-learning deep-neural-networks neural-network distributed python c-plus-plus c-sharp java

C++ Updated Aug 6, 2019

donnemartin / data-science-ipython-notebooks

16.2k

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spar…

python machine-learning deep-learning data-science big-data aws tensorflow theano caffe scikit-learn kaggle spark mapreduce hadoop matplotlib pandas numpy scipy keras

Python Updated Apr 10, 2019

fastai / fastai

15.1k

The fastai deep learning library, plus lessons and tutorials

deep-learning machine-learning pytorch python gpu

Jupyter Notebook Updated Aug 21, 2019

explosion / spaCy

14.2k

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

natural-language-processing data-science big-data machine-learning python cython nlp artificial-intelligence ai spacy nlp-library neural-network neural-networks deep-learning

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help wanted (easy) enhancement

#3698 opened May 7, 2019 by Arakkun

help wanted (easy) enhancement

#3702 opened May 8, 2019 by hmswaffles

help wanted (easy) enhancement

#3687 opened May 6, 2019 by ines

Python Updated Aug 21, 2019

oxford-cs-deepnlp-2017 / lectures

14.1k

Oxford Deep NLP 2017 course

deep-learning machine-learning natural-language-processing nlp oxford

Updated Jun 12, 2017

CMU-Perceptual-Computing-Lab / openpose

14k

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

openpose computer-vision machine-learning multi-threading cpp cpp11 caffe opencv human-pose-estimation real-time deep-learning human-behavior-understanding cvpr-2017

C++ Updated Jul 24, 2019

Developer-Y / cs-video-courses

13.6k

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

Updated Jul 16, 2019

ChristosChristofidis / awesome-deep-learning

13.4k

A curated list of awesome Deep Learning tutorials, projects and communities.

deep-learning neural-network machine-learning awesome awesome-list recurrent-networks deep-networks deep-learning-tutorial face-images

Updated Jul 25, 2019

MLEveryday / 100-Days-Of-ML-Code

13k

100-Days-Of-ML-Code中文版

machine-learning python 100-days-of-ml-code chinese-simplified infographics tutorial jupyter-notebook tensorflow keras supervised-learning unsupervised-learning deep-learning

Jupyter Notebook Updated May 27, 2019

zziz / pwc

12.9k

Papers with code. Sorted by stars. Updated weekly.

machine-learning paper code cvpr nips icml iccv eccv

Updated Mar 20, 2019

trekhleb / homemade-machine-learning

12.8k

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

python jupyter jupyter-notebook machine-learning machinelearning machine-learning-algorithms algorithm

Jupyter Notebook Updated Jul 15, 2019

ty4z2008 / Qix

12.8k

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

machine-learning distributed-systems postgresql deep-learning go awesome distributed-computing distributed-database

Updated Aug 13, 2019

kailashahirwar / cheatsheets-ai

12.6k

Essential Cheat Sheets for deep learning and machine learning researchers

deep-learning artificial-intelligence machine-learning keras matplotlib scipy numpy

Updated May 15, 2019

Learn about machine-learning

Wikipedia: Wikipedia

Machine learning

Repositories 32,990

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