bozzmob / machine-learning-repos

A curated list of amazing Machine Learning Git Repos, Articles, Videos etc.,

Machine Learning Repos, Articles, Videos

A curated list of amazing Machine Learning Git Repos, Articles, Videos etc.,

Git Repos

• Oculus is a social SQL client for business intelligence. http://oculusapp.com - paulrosania/oculus

• An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation. http://www.botlibre.org BotLibre/BotLibre

• Conversational Artificial Intelligence MLDaily/socialbot

• 🏃 Mining significant locations and predicting location trajectories using GPS MLDaily/HyperDrive

• 🔍 User Search Query MLDaily/personalised_search

• Basic Machine Learning and Deep Learning Basic Machine Learning and Deep Learning

• Supervised and unsupervised algorithms from Andrew Ng's machine learning class quinnliu/machineLearning

• A complete daily plan for studying to become a machine learning engineer. ZuzooVn/machine-learning-for-software-engineers

• Machine learning resources，including algorithm, paper, dataset, example and so on. csuldw/MachineLearning

• Machine learning library for Node.js http://joonku.com/project/machine_learning junku901/machine_learning

• Sample applications built using Amazon Machine Learning awslabs/machine-learning-samples

• A collection of machine learning examples and tutorials. lazyprogrammer/machine_learning_examples

• Code & Data for Introduction to Machine Learning with Scikit-Learn DistrictDataLabs/machine-learning

• Source Code for the book Building Machine Learning Systems with Python http://www.packtpub.com/building-machine-learning-systems-with-python/book luispedro/BuildingMachineLearningSystemsWithPython

• Repository of teaching materials, code, and data for my data analysis and machine learning projects. http://www.randalolson.com/blog rhiever/Data-Analysis-and-Machine-Learning-Projects

• scikit-learn: machine learning in Python http://scikit-learn.org scikit-learn/scikit-learn

• Demonstrates data munging, analysis and visualization techniques apeeyush/machine-learning

• Web-interface, and programmatic API for classification and regression predictions jeff1evesque/machine-learning

• Statistical Machine Intelligence & Learning Engine http://haifengl.github.io/smile haifengl/smile

• Machine Learning library for Rust https://crates.io/crates/rusty-machine AtheMathmo/rusty-machine

• A machine learning package built for humans. http://airbnb.github.io/aerosolve airbnb/aerosolve

• The Shogun Machine Learning Toolbox (Source Code) http://www.shogun-toolbox.org shogun-toolbox/shogun

• Learn machine learning for free, because free is better than not-free. http://nixonite.github.io/open-source-machine-learning-degree Nixonite/open-source-machine-learning-degree

• My machine learning algortihms implementations. Currently decision tree, and linear/logistic regression. ignl/MachineLearning

• Code accompanying the book "Machine Learning for Hackers" http://shop.oreilly.com/product/0636920018483.do johnmyleswhite/ML_for_Hackers

• Thousands of everyday sounds, organized using machine learning. https://aiexperiments.withgoogle.com/drum-machine googlecreativelab/aiexperiments-drum-machine

• Minimal and clean examples of machine learning algorithms rushter/MLAlgorithms

• Optimizers for machine learning BRML/climin

• h2o = fast statistical, machine learning & math runtime for bigdata h2oai/h2o-2

• A data pipeline framework for machine learning mila-udem/fuel

• Common data analysis and machine learning tasks using python ujjwalkarn/DataSciencePython

• Machine Learning / Natural Language Processing / Information Retrieval http://shuyo.wordpress.com shuyo/iir

• Learning Machine Learning with TensorFlow golbin/TensorFlow-ML-Exercises

• Tutorial on scikit-learn and IPython for parallel machine learning ogrisel/parallel_ml_tutorial

• Sentiment analysis with Machine Learning malavbhavsar/sentimentalizer

• Lime: Explaining the predictions of any machine learning classifier marcotcr/lime

• Machine learning algorithms implemented by Python carefree0910/MachineLearning

• Machine Learning Practical course repository http://www.inf.ed.ac.uk/teaching/courses/mlp CSTR-Edinburgh/mlpractical

• Machine Learning Time-Series Platform cesium-ml/cesium

• PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray. http://prediction.io apache/incubator-predictionio

• ChatterBot is a machine learning, conversational dialog engine for creating chat bots. http://chatterbot.readthedocs.io gunthercox/ChatterBot

• Predict Stocks Market Machine Learning FraPochetti/StocksProject

• Visualize streaming machine learning in Spark freeman-lab/spark-ml-streaming

• Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano http://pymc-devs.github.io/pymc3 pymc-devs/pymc3

• Simplifying robust end-to-end machine learning on Apache Spark. http://keystone-ml.org amplab/keystone

• Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization. http://www.clips.ua.ac.be/pages/pattern clips/pattern

• world_cup_learning : Just because I wanted to win a bet, some machine learning about the fifa world cup :) fisadev/world_cup_learning

• Source code for the "Learning scikit-learn: Machine Learning in Python" gmonce/scikit-learn-book

• A scalable machine learning library on Apache Spark linkedin/photon-ml

• Code for testing machine learning algorithms on firefox browsing data for various user personalization projects matthewruttley/firefox-machine-learning

• Numenta Platform for Intelligent Computing: a brain-inspired machine intelligence platform, and biologically accurate neural network based on cortical learning algorithms. http://numenta.org numenta/nupic

• Oryx 2: Lambda architecture on Apache Spark, Apache Kafka for real-time large scale machine learning http://oryx.io OryxProject/oryx

• Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...) http://h2o.ai h2oai/h2o-3

• Daily Stock Forecasts using Machine Learning (SVM regression) http://daily-stock-forecast.com DMTSource/daily-stock-forecast

• Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc. http://bulletphysics.org bulletphysics/bullet3

• Machine learning contest - October 2016 TLE seg/2016-ml-contest

• Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks http://jadianes.github.io/spark-py-notebooks jadianes/spark-py-notebooks

• A machine learning approach to classify songs by mood.rasbt/musicmood

• A machine learning model that predicts facial attractiveness from images avisingh599/face-rating

• Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations. http://www.tensorflowbook.com BinRoot/TensorFlow-Book

• Uses WiFi signals 📶 and machine learning to predict where you are kootenpv/whereami

• Playing around with machine learning and nodejs mattiasliljenzin/machine-learning-fun-with-node

• Implementing machine learning algorithms from scratch. madhug-nadig/Machine-Learning-Algorithms-from-Scratch

• Machine learning code to generate a poker playing AI, plus a graphical interface for python. ajw278/pokerpy

• Repository for Kaggle competitions and case studies for data science and machine learning vikramlance/Kaggle

• A Python module to scrape several search engines (like Google, Yandex, Bing, Duckduckgo, Baidu and others) by using proxies (socks4/5, http proxy) and with many different IP's, including asynchronous networking support (very fast). http://incolumitas.com NikolaiT/GoogleScraper

• ScraperWiki Python library for scraping and saving data https://scraperwiki.com scraperwiki/scraperwiki-python

• Python package for scraping recipes data hhursev/recipe-scraper

• Python Open Data Scrapers tulsawebdevs/python-scrapers

• Various Python scripts to scrape sites that store data about you. iandees/social_scrapers

• Python scraper for espn.com domain that collects game data and writes to csv rajenurprezi/espn_nba_scraper

• Python based web scraper API for NHL game data robhowley/nhlscrapi

• Python-driven web crawler and scraper. Uses BeautifulSoup to gather all URLs from a target page, and initiates a crawl from a start URL, considering Whitelist/Blacklist criteria that are populated in crawl.py arbuckle/python_crawler

• Google PlayStore Scraper with Python + Scrapys101d1/PlayStoreScrapy

• A complete and versatile web scraper.ruipgil/scraperjs

• Web scraper for NodeJS rchipka/node-osmosis

• 🔮 A Node.js scraper for humans. http://ionicabizau.net/blog/30-how-to-write-a-web-scraper-in-node-js IonicaBizau/scrape-it

• Data scraper for Facebook Pages, and also code accompanying the blog post How to Scrape Data From Facebook Page Posts for Statistical Analysis minimaxir/facebook-page-post-scraper

Tutorials/Notes

• Content for Udacity's Machine Learning curriculum udacity/machine-learning

• The "Python Machine Learning" book code repository and info resource rasbt/python-machine-learning-book

• Source Code for the book: Machine Learning in Action published by Manning http://manning.com/pharrington pbharrin/machinelearninginaction

• Project solutions to Udacity's Machine Learning Nanodegree Edderic/udacity-machine-learning-nanodegree

• Machine learning/artificial intelligence notes frnsys/ai_notes

• Homeworks for Machine Learning Course Pinafore/ml-hw

• Lecture notes and code for Machine Learning practical course on CMC MSU esokolov/ml-course-msu

• Code and IPython notebooks solved, from Udacity's Machine Learning Nanodegree mtasende/Machine-Learning-Nanodegree

• In this project you will scrape as much data as you can get about the actual sightings of Pokemons. As it turns out, players all around the world started reporting sightings of Pokemons and are logging them into a central repository (i.e. a database). We want to get this data so we can train our machine learning models. You will of course nee…PokemonGoers/PokeData

• Machine learning tools in JavaScript mljs/ml

• Automated machine learning for analytics & production http://auto-ml.readthedocs.io ClimbsRocks/auto_ml

• LDA topic modeling for node.js primaryobjects/lda

• FANN (Fast Artificial Neural Network Library) bindings for Node.js rlidwka/node-fann

• Clustering algorithms implemented in Javascript for Node.js and the browser emilbayes/clustering.js

• JavaScript agglomerative hierarchical clustering http://harthur.github.io/clusterfck

Data Science & Analysis

• Content for Udacity's Data Analyst curriculum udacity/data-analyst

• Machine Learning Tool Guides and Theory Notes jxieeducation/DIY-Data-Science

Link to other Lists of Content

• A curated list of awesome Machine Learning frameworks, libraries and software josephmisiti/awesome-machine-learning

• Machine learning and deep learning tutorials, articles and other resources http://ujjwalkarn.github.io/Machine-Learning-Tutorials ujjwalkarn/Machine-Learning-Tutorials

• Machine Learning for Cyber Security jivoi/awesome-ml-for-cybersecurity

• A curated list of R tutorials for Data Science, NLP and Machine Learning ujjwalkarn/DataScienceR