Pinned

1. Chinese-Text-Classification-PyTorch Chinese-Text-Classification-PyTorch Public

   中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

   Python 290 43

2. Computer-Generated-Hologram Computer-Generated-Hologram Public

   🎞数字全息术与计算机生成全息的计算与仿真框架【This library introduces the current production process of computer holography, and uses MATLAB and Python to record and reproduce holograms. In the future, I will build a com…

   Python 93 16

3. Chinese-Keyphrase-Extraction Chinese-Keyphrase-Extraction Public

   无监督中文关键词抽取（Keyphrase Extraction），基于统计，基于图【LDA与PageRank（TextRank， TPR， Salience Rank， Single TPR等）】，基于嵌入【SIFRank等】，开箱即用！

   Python 98 11

4. Awesome-Uplift-Model Awesome-Uplift-Model Public

   🛠 How to Apply Causal ML to Real Scene Modeling？How to learn Causal ML？【✔从Causal ML到实际场景的Uplift建模】

   Jupyter Notebook 85 12

5. Chinese-Tokenization Chinese-Tokenization Public

   利用传统方法（N-gram，HMM等）、神经网络方法（CNN，LSTM等）和预训练方法（Bert等）的中文分词任务实现【The word segmentation task is realized by using traditional methods (n-gram, HMM, etc.), neural network methods (CNN, LSTM, etc.) and pre…

   Python 32 4

6. Awesome-DL-Models Awesome-DL-Models Public

   🤩Learning and reproducing classic deep learning models by using PyTorch.【Machine Learning，CV，NLP，Mutimodal，GNN，etc.】

   Python 20 2