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 2,778

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

22.6k

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 Apr 6, 2019

ZuzooVn / machine-learning-for-software-engineers

21.7k

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

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

Updated Apr 23, 2019

rasbt / python-machine-learning-book

9.8k

The "Python Machine Learning (1st edition)" book code repository and info resource

machine-learning machine-learning-algorithms logistic-regression data-science data-mining python scikit-learn neural-network

Jupyter Notebook Updated Jan 28, 2019

trekhleb / homemade-machine-learning

9.6k

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

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Jupyter Notebook Updated Apr 28, 2019

rushter / MLAlgorithms

7.4k

Minimal and clean examples of machine learning algorithms implementations

machine-learning deep-learning neural-networks machine-learning-algorithms python

Python Updated Mar 15, 2019

php-ai / php-ml

6.9k

PHP-ML - Machine Learning library for PHP

php machine-learning classification cross-validation feature-extraction artificial-intelligence neural-network data-science dataset machine-learning-algorithms machine-learning-library machine unsupervised-learning regression data-mining dimensionality-reduction supervised-learning ngram-extraction tokenization

Good first issues

Get calculated centroid from Cluster (KMeans)

good first issue

#161 opened over 1 year ago by razak27

Svr training error

good first issue

#113 opened over 1 year ago by mj-mehdizadeh

Calculate optimum cluster in K-means

good first issue

#62 opened about 2 years ago by liaram

PHP Updated Apr 12, 2019

rasbt / pattern_classification

3.5k

A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks

machine-learning pattern-classification machine-learning-algorithms

Jupyter Notebook Updated Sep 14, 2018

zotroneneis / machine_learning_basics

2.9k

Plain python implementations of basic machine learning algorithms

machine-learning logistic-regression ipynb machine-learning-algorithms linear-regression perceptron python-implementations kmeans algorithm python3 python neural-network k-nearest-neighbours k-nearest-neighbor k-nn neural-networks

Jupyter Notebook Updated Jan 30, 2019

rapidsai / cudf

1.5k

cuDF - GPU DataFrame Library

gpu h2o python-api machine-learning-algorithms mapd anaconda gpu-dataframe rapids cudf arrow cuda pandas

Good first issues

[BUG] Conda environment has pip-installed dependencies, but doesn't depend on pip

good first issue bug

#1401 opened 24 days ago by eyalroz

Mis-construction of modulus_bit_width functor in libgdf - constructor parameter not used.

good first issue bug

#371 opened 6 months ago by eyalroz

unclear error message with older driver

good first issue doc

#355 opened 6 months ago by rongou

Cuda Updated May 4, 2019

BayesWitnesses / m2cgen

1.3k

Transform ML models into a native code (Java, C, Python, Go) with zero dependencies

machine-learning machine-learning-algorithms machine-learning-library scikit-learn scikitlearn-machine-learning statistical-learning

Python Updated Apr 23, 2019

scikit-learn-contrib / hdbscan

1.2k

A high performance implementation of HDBSCAN clustering.

machine-learning machine-learning-algorithms clustering clustering-algorithm cluster-analysis clustering-evaluation

Jupyter Notebook Updated May 2, 2019

Dod-o / Statistical-Learning-Method_Code

手写实现李航《统计学习方法》书中全部算法

machine-learning-algorithms code statistical-learning-method

Python Updated Feb 1, 2019

symisc / sod

An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

C Updated Apr 16, 2019

krishnakumarsekar / awesome-quantum-machine-learning

951

Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions …

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HTML Updated Apr 21, 2019

KeKe-Li / tutorial

600

Deeplearning Algorithms Tutorial

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Updated Apr 4, 2019

Microsoft / EdgeML

599

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

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C++ Updated Apr 24, 2019

rtavenar / tslearn

576

A machine learning toolkit dedicated to time-series data

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Python Updated Apr 29, 2019

EdwardRaff / JSAT

557

Java Statistical Analysis Tool, a Java library for Machine Learning

machine-learning java machine-learning-library machine-learning-algorithms svm tsne jsat

Java Updated Apr 6, 2019

rapidsai / cuml

492

cuML - RAPIDS Machine Learning Library

machine-learning-algorithms machine-learning cuda gpu nvidia

Good first issues

[FEA] Removal of allocate calls from ml-prims and cuML

good first issue ? - Needs Triage

#448 opened 30 days ago by teju85

[DOC] Document UMAP to explain which features are (and are not) supported

good first issue doc

#442 opened about 1 month ago by cjnolet

[DOC] C++ API Needs Documentation

good first issue 1 - On Deck

#427 opened about 1 month ago by cjnolet

C++ Updated May 4, 2019

100 / Solid

480

🎯 A comprehensive gradient-free optimization framework written in Python

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Python Updated Jun 13, 2018

amitshekhariitbhu / Android-TensorFlow-Lite-Example

479

Android TensorFlow Lite Machine Learning Example

tensorflow tensorflow-tutorials machine-learning tensorflow-lite tensorflow-examples deep-learning deep-neural-networks android-example machine-learning-algorithms tflite

Java Updated Feb 5, 2019

liuyubobobo / Play-with-Machine-Learning-Algorithms

476

Code of my MOOC Course <Play with Machine Learning Algorithms>. Updated contents and practices are also included. 我在慕…

machine-learning-algorithms machine-learning mooc imooc jupyter-notebooks

Jupyter Notebook Updated Feb 20, 2019

Mybridge / machine-learning-articles

476

Monthly Series - Top 10 Machine Learning Articles

machine-learning machine-learning-algorithms nlp neural-networks deep-learning reinforcement-learning

Updated Dec 13, 2018

schwittlick / ofxDarknet

469

darknet neural network addon for openFrameworks

machine-learning-algorithms neural-networks

C Updated Aug 20, 2017

stellargraph / stellargraph

462

StellarGraph - Machine Learning on Graphs

graphs machine-learning machine-learning-algorithms artificial-neural-networks graph-convolutional-networks networkx geometric-deep-learning

Python Updated May 3, 2019

ragulpr / wtte-rnn

445

WTTE-RNN a framework for churn and time to event prediction

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Python Updated Aug 16, 2018

aburkov / theMLbook

443

The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.

python machine-learning machine-learning-algorithms book

Python Updated Apr 25, 2019

InnoArchiTech / datascience-ai-machinelearning-resources

418

Alex Castrounis' curated set of resources for artificial intelligence (AI), machine learning, data science, internet …

artificial-intelligence machine-learning data-science advanced-analytics big-data iot statistics product-management artificial-intelligence-algorithms machine-learning-algorithms

CSS Updated Oct 28, 2018

ClimbsRocks / machineJS

410

[UNMAINTAINED] Automated machine learning- just give it a data file! Check out the production-ready version of this p…

machine-learning data-science javascript machine-learning-library machine-learning-algorithms ml data-scientists javascript-library scikit-learn kaggle numerai automated-machine-learning automl auto-ml

Python Updated Aug 29, 2016

modAL-python / modAL

398

A modular active learning framework for Python3

scikit-learn machine-learning python active-learning machine-learning-library machine-learning-algorithms machine-learning-api active-learning-module bayesian-optimization

Good first issues

Refactoring documentation

documentation

#22 opened 8 months ago by cosmic-cortex

Python Updated Mar 15, 2019

Learn about machine-learning

Wikipedia: Wikipedia

Machine learning

Repositories 2,778

Good first issues

Good first issues

Good first issues

Good first issues

Learn about machine-learning

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