Siyuan Li's repositories
siamese_neural_network_OfHSV
OfHSV project using VGG16 and siamese neural network. Very easy. 使用VGG16和孪生神经网络实现离线签名鉴别，极其简单
CNN_LSTM_video_classification
CNN-LSTM暴力视频鉴别，CNN-LSTM Violent video identification
Decoder-only-transformer_Time_Series_Prediction
使用Decoder-only的Transformer进行时序预测，包含SwiGLU和RoPE(Rotary Positional Embedding)，Time series prediction using Decoder-only Transformer, Including SwiGLU and RoPE(Rotary Positional Embedding)
PVT_v2_video_frame_interpolation
使用PVT_v2作为编码器的视频插帧程序，A program using PVT_v2 as the encoder of video frame interpolation, VFI, pytorch
TextCNN-Chinese-text-data-mining-
TextCNN, Chinese text data mining, 中文文本数据挖掘
Next_ID_Prediction_KDDCup2023
使用改进transformer通过历史购买序列预测下一个购买的商品ID，Predicting the next purchased item ID using an enhanced Transformer model based on the historical purchase sequence.
Basic_Pytorch
一个简单的基本pytorch程序框架，A simple basic pytorch framework
Bilibili_Live_Broadcast_Automatic_Bullet_Screen
Bilibili直播自动发送弹幕，Bilibili live automatically sends barrage
Linear_Programming_Simplex_method
单纯形法求线性规划，Simplex method for linear programming
transformer_pytorch
完整的原版transformer程序，complete origin transformer program
Brain_Cognition_Vision_Transformer
通过人类眼动数据对vit的注意力进行优化, Using human eye movement data to optimize vit's attention.