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Siyuan Li's Projects

basic_pytorch icon basic_pytorch

一个简单的基本pytorch程序框架,A simple basic pytorch framework

decoder-only-transformer_time_series_prediction icon 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)

next_id_prediction_kddcup2023 icon 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.

siamese_neural_network_ofhsv icon 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

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