snowkylin

Snowkylin Lazarus's repositories

tensorflow-handbook

简单粗暴 TensorFlow 2 | A Concise Handbook of TensorFlow 2 | 一本简明的 TensorFlow 2 入门指导教程

Language:Jupyter Notebook3938 138 26

TensorFlow-cn

简单粗暴 TensorFlow (1.X) | A Concise Handbook of TensorFlow (1.X) | 此版本不再更新，新版见 https://tf.wiki

Language:Python852 46 7

line

TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.

Language:Python202 6 19

ntm

TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)

Language:PythonLGPL-3.0184 14 22

rnn-handwriting-generation

Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves

Language:Python103 7 6

rnn-vae

Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"

Language:Python39 50

gnn

TensorFlow implementation of several popular Graph Neural Network layers, wrapped with tf.keras.layers.Layer.

Language:Python19 30

snowkylin.github.io

Snowkylin's Blog - 雪麒的百草园

Language:HTML13 4 1

data-mining-pku

Instruction of assignment in course "Data Warehousing and Data Mining Technology", Spring and Summer Semester, 2017.

Language:TeX7 12 7

nncf

TensorFlow implementation of paper "On Sampling Strategies for Neural Network-based Collaborative Filtering" by Chen, Ting, et al.

Language:Python6 5 2

lemon-public-license

🍋🍋🍋

5 3 1

async_rl

Tensorflow implementation of asyncronous 1-step Q learning in "Asynchronous Methods for Deep Reinforcement Learning" with improvement on weight update process (use minibatch) to speed up training.

Language:Python4 40

baidu-statistics

A simple Python 3 project to give some statistics information about Baidu Search Engine, especially Baijiahao.

Language:PythonMIT3 30

rl-flappybird

Using deep reinforcement learning to play flappy bird. Implemented by TensorFlow.

Language:Python2 30

lp-algorithm

A minimized implementation of several popular algorithms for linear programming (Simplex, Interior-Point)

Language:Python1 30

npn

A boolean matcher that computes the NPN canonical representative for a given boolean function.

Language:C++1 20

restructuredtext-shortcut

reStructuredText Shortcut Support for Visual Studio Code

Language:TypeScriptMIT1 4 1

AIS_demo

An basic artificial immune algorithm demo in the "Computational Intelligence" course of PKU

Language:Python030

autoencoder

Implementation of several kinds of autoencoder by Keras

Language:Python030

complex_network_course

Homeworks & Project for Complex Network Analysis Autumn 2016 @ PKU

Language:Python030

keras.fit

Website for keras.fit

Language:Python020

mlhub123

机器学习&深度学习网站资源汇总（Machine Learning Resources）

MIT020

tensorflow

An Open Source Machine Learning Framework for Everyone

Language:C++Apache-2.0030

whitebophir

Online collaborative Whiteboard that is simple, free, easy to use and to deploy

Language:JavaScriptAGPL-3.0020