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2015

Public material for CS109

a-2017

Public Repository for cs109a, 2017 edition

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

citadel-datathon-spring-2017

Datathon code and report

content

Official content for Harvard CS109

datasets

A collection of datasets of ML problem solving

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-1

Deep Learning Application Examples

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

effectivetensorflow

TensorFlow tutorials and best practices.

leetcode

Java solutions to Leetcode problems.

leetcode-sol-res

Clean, Understandable Solutions and Resources for LeetCode Online Judge Algorithms Problems.

libsharp

Library for fast spherical harmonic transforms, see http://arxiv.org/abs/1303.4945

linearprogramming-solver

Python LP Solver using Simplex Method

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

quantitativeprimer

An Interview Primer for Quantitative Finance

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

spherical-harmonic-transform

A collection of MATLAB routines for the Spherical Harmonic Transform and related manipulations in the spherical harmonic spectrum.

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

support

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tf_cnnvis

CNN visualization tool in TensorFlow

wrapt

A Python module for decorators, wrappers and monkey patching.