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randmatrixmatlab

simple MATLAB code for randomized matrix computation

randomized_causation_coefficient

Paper and code for "The Randomized Causation Coefficient", 2014

randommatrixipython

randomized matrix computations in IPython

reinforcement-learning

Implementing exercises from Reinforcement Learning: An Introduction

reinforcement-learning-1

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

reinforcement-learning-for-optimized-trade-execution

retrocodes

Codes of our team for the OpenAI Retro Contest of reinforcement learning

rletor

A PyTorch implementation of REINFORCE Learning To Rank on OSHUMED, MQ, etc. dataset. Basic idea also appears in SIGIR'17 Reinforcement Learning to Rank with Markov Decision Process

sac

Soft Actor-Critic

spals

Fast Alternating Least Squares via Implicit Leverage Scores Sampling

sparsifiedkmeans

KMeans for big data using preconditioning and sparsification, Matlab implementation

spectre_release

Analyzing deviation from orthogonality in RNNs

sre

Sequential Random Embedding for High-Dimensional Derivative-Free Optimization

srf

Spherical random features for polynomial kernels

stat212b

Topics Course on Deep Learning UC Berkeley

tensor-machines

tensor machines for learning target-specific polynomial features

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-tutorial

Some interesting TensorFlow tutorials for beginners.

tet-gan

TET-GAN: Text Effects Transfer via Stylization and Destylization. AAAI 2019

tf-a2rl

The official implementation for A2-RL: Aesthetics Aware Rinforcement Learning for Automatic Image Cropping

tf-a3c-gpu

Tensorflow implementation of A3C algorithm

translation-invariant-attacks

The translation-invariant adversarial attack method to improve the transferability of adversarial examples.

vcnn_double-bladed

Vectorized implementation of convolutional neural networks (CNN) in Matlab for both visual recognition and image processing.

view-finding-network

A deep ranking network that learns to find good compositions in a photograph.

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

yahoo_news_contextual_bandits

This is a program on simulation of algorithms on bandits

zenbot

multi-exchange Bitcoin / Ether trading bot - BTC, ETH, LTC, USD, EUR

zh-google-styleguide

Google 开源项目风格指南 (中文版)