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pytorch_geometric

Graph Neural Network Library for PyTorch

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

roformer-sim

SimBERT升级版（SimBERTv2）！

roformer_pytorch

RoFormer_pytorch

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

serve

Model Serving on PyTorch

simbert

a bert for retrieval and generation

simple-effective-text-matching

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

text_classification

使用rnn,lstm,gru,fasttext,textcnn,dpcnn,rnn-att,lstm-att,兼容huggleface/transformers，以及以transforemrs作为词嵌入模型，后面接入cnn、rnn、attention等等做文本分类。以及各个模型的对比

textda

torchrec

Pytorch domain library for recommendation systems

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

wordsegment

Chinese WordSegment based on algorithms including Maxmatch (forward, backward, bidirectional), HMM，N-gramm(max prob ngram, biward ngam) etc...中文分词算法的实现，包括最大向前匹配、最大向后匹配，最大双向匹配，ngram，HMM，及其性能对比

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow