Xihan Li

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

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

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

circuit-transformer. Official Implementation of "Circuit Transformer: A Transformer That Preserves Logical Equivalence"

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

snowkylin.github.io. Snowkylin's Blog - 雪麒的百草园

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

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

lemon-public-license. 🍋🍋🍋

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.

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

refsheet_chat. Chat with a character via reference images!

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

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

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

restructuredtext-shortcut. reStructuredText Shortcut Support for Visual Studio Code

Awesome-LLM-Constrained-Decoding. A curated list of papers related to constrained decoding of LLM, along with their relevant code and resources.

complex_network_course. Homeworks & Project for Complex Network Analysis Autumn 2016 @ PKU

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