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Snowkylin Lazarus's Projects

ais_demo icon ais_demo

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

async_rl icon 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.

autoencoder icon autoencoder

Implementation of several kinds of autoencoder by Keras

baidu-statistics icon baidu-statistics

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

data-mining-pku icon data-mining-pku

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

gnn icon gnn

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

line icon line

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

lp-algorithm icon lp-algorithm

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

mlhub123 icon mlhub123

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

nncf icon nncf

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

npn icon npn

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

ntm icon ntm

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

rl-flappybird icon rl-flappybird

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

rnn-handwriting-generation icon rnn-handwriting-generation

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

rnn-vae icon rnn-vae

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

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-cn icon 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 icon 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

whitebophir icon whitebophir

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

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