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2015

Public material for CS109

barebones

:meat_on_bone: A starter Dota 2 custom game with useful hooks, settings, and libraries.

blog

A blog with releases and announcements

data-science-from-scratch

code for Data Science From Scratch book

dota2-fulloverwrite

Work in progress for a full-overwrite Dota 2 bot framework

dota2py

Python tools for Dota 2

dota2restfulapi

RESTful API returning data connected to Dota 2 game.

dotamatchtracker

Tracker of Dota 2 matches. Made for The International 5.

dotamemeexplainbot

A bot running on /r/dota2 adding explanation to the community memes when called.

dotaml

A DOTA 2 hero recommendation engine for Stanford's CS 229 Machine Learning course.

dotaresponsesredditbot

Bot adding reply comments with links to appropriate responses found on /r/dota2

freecodecamp

The https://FreeCodeCamp.com open source codebase and curriculum. Learn to code and help nonprofits.

hello-world

New world for me...

kaggle-titanic

Entry in the Titanic: Machine Learning from Disaster competition @ kaggle.com

lab

A customisable 3D platform for agent-based AI research

machine-learning-algorithms-from-scratch

Implementing machine learning algorithms from scratch.

ml-from-scratch

Bare bones Python implementations of Machine Learning models and algorithms. Aims to cover everything from Data Mining techniques to Deep Learning.

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

playground

Play with neural networks!

reddit-bot

Java Reddit bot project.

stat-learning

Notes and exercise attempts for "An Introduction to Statistical Learning"

titanic

Getting Started With R

wehrley.github.io

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, Flink and DataFlow

you-dont-know-js

A book series on JavaScript. @YDKJS on twitter.