smc77

MachineLearningLectures

Code to demonstrate basic machine learning algorithms following on Stanford CS229.

DeepRL

microstructure

ElemStatLearning

Code related to the "Elements of Statistical Learning"

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

rlglue

R package for RL-Glue

wbquery

Access the World Bank open data API in Python

blogr

Parse a Sweave file and post to Wordpress.

finpy

Code and documentation for finance in python

ggPy

Grammar of Graphics, for Python

httpclient

Httpclient for JuliaLang - includes cUrl wrapper and pure JuliaLang client.

julia

The Julia Language: a fresh approach to technical computing.

julia-lm

Linear Models with Julia

metakit

Metakit is an efficient embedded database library with a small footprint

rincanter

Use embedded R from Clojure and Incanter

rjscript

Wrapper for javax.script in R to allow multiple JVM language executions.

rwebvis

An R wrapper for Protovis javascript visualization package.

statsmodels

Statsmodels: statistical modeling and econometrics in Python

vrs

Virtual R Supercomputer: this application provides a means to run large scale simulations through volunteer computing.

talks

Code and latex from some of my talks

aima-r

R code for AIMA

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Neural-Episodic-Control

Implementation of Deepmind's Neural Episodic Control

reinforcement-learning

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

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

retrocontest

Code for my agent in OpenAI's retro contest.

rl

Code and papers related to reinforcement learning.

rtc

Code and papers related to real-time computing.

rvw

Starting from the 'r.vw' R interface to Vowpal Wabbit

sample-flask

Sample Flask Application to be deployed on DigitalOcean's App Platform