snowkylin
Ph.D. student in department of computer science, University College London, working on machine learning and optimization.
University College LondonLondon
Pinned Repositories
data-mining-pku
Instruction of assignment in course "Data Warehousing and Data Mining Technology", Spring and Summer Semester, 2017.
gnn
TensorFlow implementation of several popular Graph Neural Network layers, wrapped with tf.keras.layers.Layer.
line
TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.
nncf
TensorFlow implementation of paper "On Sampling Strategies for Neural Network-based Collaborative Filtering" by Chen, Ting, et al.
ntm
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
rnn-handwriting-generation
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
rnn-vae
Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"
snowkylin.github.io
Snowkylin's Blog - 雪麒的百草园
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
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
snowkylin's Repositories
snowkylin/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
snowkylin/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
snowkylin/line
TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.
snowkylin/ntm
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
snowkylin/rnn-handwriting-generation
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
snowkylin/rnn-vae
Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"
snowkylin/gnn
TensorFlow implementation of several popular Graph Neural Network layers, wrapped with tf.keras.layers.Layer.
snowkylin/snowkylin.github.io
Snowkylin's Blog - 雪麒的百草园
snowkylin/data-mining-pku
Instruction of assignment in course "Data Warehousing and Data Mining Technology", Spring and Summer Semester, 2017.
snowkylin/nncf
TensorFlow implementation of paper "On Sampling Strategies for Neural Network-based Collaborative Filtering" by Chen, Ting, et al.
snowkylin/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.
snowkylin/lemon-public-license
🍋🍋🍋
snowkylin/baidu-statistics
A simple Python 3 project to give some statistics information about Baidu Search Engine, especially Baijiahao.
snowkylin/rl-flappybird
Using deep reinforcement learning to play flappy bird. Implemented by TensorFlow.
snowkylin/lp-algorithm
A minimized implementation of several popular algorithms for linear programming (Simplex, Interior-Point)
snowkylin/npn
A boolean matcher that computes the NPN canonical representative for a given boolean function.
snowkylin/restructuredtext-shortcut
reStructuredText Shortcut Support for Visual Studio Code
snowkylin/abc
ABC: System for Sequential Logic Synthesis and Formal Verification
snowkylin/AIS_demo
An basic artificial immune algorithm demo in the "Computational Intelligence" course of PKU
snowkylin/autoencoder
Implementation of several kinds of autoencoder by Keras
snowkylin/complex_network_course
Homeworks & Project for Complex Network Analysis Autumn 2016 @ PKU
snowkylin/keras.fit
Website for keras.fit
snowkylin/mlhub123
机器学习&深度学习网站资源汇总（Machine Learning Resources）
snowkylin/tensorflow
An Open Source Machine Learning Framework for Everyone
snowkylin/whitebophir
Online collaborative Whiteboard that is simple, free, easy to use and to deploy