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advinc

numpy advanced indexing incrementing

async_deep_reinforce

bootstrap-multiselect

JQuery multiselect plugin based on Twitter Bootstrap.

cmu210

CMU 15-210 in scala instead of ML

cs188.1x-project3

This was the third project for Berkeley's CS188.1x. Topics included MDP with Value Iteration and Policy iteration. These topics were practiced with Pacman, a robot learning to move across the screen, and a game called GridWorld

cs231n.github.io

Public facing notes page

deep-go

Replicating: Move Evaluation In Go Using Deep Convolutional Neural Networks

dotfiles

John Salvatier's dotfiles

dotfiles-1

@holman does dotfiles

dotphiles

A community driven framework of dotfiles.

epimodel

Epidemological modelling toolkit

gradient_samplers

samplers for pymc that require gradients

gridworld-q-plot

Library for plotting q-functions (and related data) for gridworlds.

gym-ple

inverse-reinforcement-learning-tutorial

Inverse Reinforcement Learning tutorial

lesswrong

Less Wrong platform

mcex

Experimental package that eventually became PyMC3 (https://github.com/pymc-devs/pymc3)

mcex-functional

monetary-disequilibrium-model

multichain_mcmc

Multichain MCMC framework and algorithms based on PyMC.

nose-timer

A timer plugin for nosetests (how much time does every test takes?)

numexpr

adding user-func support to numexpr

numpy

Numpy main repository

numpydb

Utility functions for getting numpy data from a database, MySQL etc.

pyad

Automatic Differentiation

pyechonest

Python client for the Echo Nest API

pygame-learning-environment

pymc

Bayesian inference in Python

rationality-exercises

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.