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a3c

Asynchronous advantage actor critic (A3C) implementation

approxipong

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

cs231n.github.io

Public facing notes page

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-zh

《动手学深度学习》，英文版即伯克利深度学习（STAT 157，2019春）教材。面向中文读者、能运行、可讨论。

datamicroarray

A collection of small-sample, high-dimensional microarray data sets to assess machine-learning algorithms and models.

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dqn-deep-q-network

Deep Q-Network

insfc

An awesome LaTeX template for NSFC proposal.

introrl

Intro to Reinforcement Learning (强化学习纲要）

kahypar

KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.

matlab-tree

A MATLAB class to represent the tree data structure.

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

python-course

Tutorial and introduction into programming with Python for the humanities and social sciences

qp-test-problems

Maros and Meszaros Convex QP test problems in MAT format

qsdpnal

A MATLAB software for convex quadratic semidefinite programming

randmatrixmatlab

simple MATLAB code for randomized matrix computation

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 for Reinforcement Learning: An Introduction

sgdlibrary

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.17

suitelasso

SuiteLasso: a MATLAB suite for regression problems with generalized Lasso regularizers

suppl-data-bbpaper

The Supplementary data in the paper "A Survey and Systematic Assessment of Computational Methods for Drug Response Prediction"

teamviewer-5min

Mac/Windows TeamViewer 破解版，解除被检测出商业用途限制(5 min)

test

wtfpython

A collection of surprising Python snippets and lesser-known features.