Snowkylin Lazarus's Projects
An basic artificial immune algorithm demo in the "Computational Intelligence" course of PKU
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.
Implementation of several kinds of autoencoder by Keras
A simple Python 3 project to give some statistics information about Baidu Search Engine, especially Baijiahao.
Homeworks & Project for Complex Network Analysis Autumn 2016 @ PKU
Instruction of assignment in course "Data Warehousing and Data Mining Technology", Spring and Summer Semester, 2017.
TensorFlow implementation of several popular Graph Neural Network layers, wrapped with tf.keras.layers.Layer.
Website for keras.fit
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TensorFlow implementation of paper "LINE: Large-scale Information Network Embedding" by Jian Tang, et al.
A minimized implementation of several popular algorithms for linear programming (Simplex, Interior-Point)
机器学习&深度学习网站资源汇总(Machine Learning Resources)
TensorFlow implementation of paper "On Sampling Strategies for Neural Network-based Collaborative Filtering" by Chen, Ting, et al.
A boolean matcher that computes the NPN canonical representative for a given boolean function.
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
reStructuredText Shortcut Support for Visual Studio Code
Using deep reinforcement learning to play flappy bird. Implemented by TensorFlow.
Handwriting generation by RNN with TensorFlow, based on "Generating Sequences With Recurrent Neural Networks" by Alex Graves
Variational Autoencoder with Recurrent Neural Network based on Google DeepMind's "DRAW: A Recurrent Neural Network For Image Generation"
Snowkylin's Blog - 雪麒的百草园
An Open Source Machine Learning Framework for Everyone
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
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
Online collaborative Whiteboard that is simple, free, easy to use and to deploy