ganchengguang

ganchengguang's Stars

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python54.4k4511325.6k

• doccano/doccano

  Open source annotation tool for machine learning practitioners.

  Language:Python9.5k1331.5k1.7k

• jessevig/bertviz

  BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  Language:Python6.8k72123773

• bojone/bert4keras

  keras implement of transformers for humans

  Language:Python5.4k73490927

• thunlp/OpenPrompt

  An Open-Source Framework for Prompt-Learning.

  Language:Python4.3k44256447

• HazyResearch/flash-attention

  Fast and memory-efficient exact attention

  Language:Python4.3k71268365

• attardi/wikiextractor

  A tool for extracting plain text from Wikipedia dumps

  Language:Python3.7k74243965

• philipperemy/keras-attention-mechanism

  Attention mechanism Implementation for Keras.

  Language:Python2.7k7654675

• CyberZHG/keras-bert

  Implementation of BERT that could load official pre-trained models for feature extraction and prediction

  Language:Python2.4k59204513

• loujie0822/DeepIE

  DeepIE: Deep Learning for Information Extraction

  Language:Python1.9k4826357

• yongzhuo/Keras-TextClassification

  中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

  Language:Python1.8k3588406

• ibm-aur-nlp/PubLayNet

  Language:Jupyter Notebook9093341165

• universal-ie/UIE

  Unified Structure Generation for Universal Information Extraction

  Language:Python87787599

• songyingxin/Bert-TextClassification

  Implemention some Baseline Model upon Bert for Text Classification

  Language:Python6801329148

• taishi-i/awesome-japanese-nlp-resources

  A curated list of resources dedicated to Python libraries, LLMs, dictionaries, and corpora of NLP for Japanese

  67219426

• hemingkx/CLUENER2020

  A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

  Language:Python469524108

• yatengLG/Focal-Loss-Pytorch

  全中文注释.(The loss function of retinanet based on pytorch).(You can use it on one-stage detection task or classifical task, to solve data imbalance influence).用于one-stage目标检测算法,提升检测效果.你也可以在分类任务中使用该损失函数,解决数据不平衡问题.

  Language:Jupyter Notebook451519113

• DataTurks-Engg/Entity-Recognition-In-Resumes-SpaCy

  Automatic Summarization of Resumes with NER -> Evaluate resumes at a glance through Named Entity Recognition

  Language:Python4421328215

• nickchen121/Pre-training-language-model

  博客配套视频链接: https://space.bilibili.com/383551518?spm_id_from=333.1007.0.0 b 站直接看 配套 github 链接：https://github.com/nickchen121/Pre-training-language-model 配套博客链接：https://www.cnblogs.com/nickchen121/p/15105048.html

  3366082

• yahoojapan/JGLUE

  JGLUE: Japanese General Language Understanding Evaluation

  Language:Python30011819

• chen0040/keras-english-resume-parser-and-analyzer

  keras project that parses and analyze english resumes

  Language:Python2741420145

• yaleimeng/TextClassify_with_BERT

  使用BERT模型做文本分类；面向工业用途

  Language:Python21631062

• makaishi2/math_dl_book_info

  書籍「最短コースでわかる ディープラーニングの数学」用サポートサイト

  Language:Jupyter Notebook1005757

• Satrat/Resume-Parser

  Analyze, score and rank a collection of PDF resumes using machine learning

  Language:Python10010558

• AlexYangLi/TextClassification

  All kinds of neural text classifiers implemented by Keras

  Language:Python643121

• shimamorieiki/tikz-cabocha-format

  係り受け解析の結果をcabocha formatでlatexに出力するためのtikzコードを生成する

  Language:Python20