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annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

attentionxml

Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"

bert

TensorFlow code and pre-trained models for BERT

bert-textcnn-for-multi-label-text-classfication

利用bert和textcnn解决多标签文本分类的demo。

bertchinese-text-classification-pytorch

bioformer

Bioformer: an efficient BERT model for biomedical text mining

biogpt

casrelpytorch

B站视频 Reimplement CasRel model in PyTorch.使用PyTorch对吉林大学CasRel模型进行复现，并在百度关系抽取数据集上训练测试。

causaldiscoverytoolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

cepn-maybe-available-

Code for causality extraction.

classification_svm

Multi-Class and Multi-Label Classification using Support Vector Machines

cnn-text-classification-tf-

Convolutional Neural Network for Text Classification in Tensorflow

cnn_sentence_tensorflow

卷积神经网络(CNN)应用于中文文本分析任务

complexeventextraction

A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph，本项目提出了中文复合事件的概念与显式模式，包括条件事件、因果事件、顺承事件、反转事件等事件抽取，并形成事理图谱。

dyn-gfn

DynGFN: Bayesian Dynamic Causal Discovery using Generative Flow Networks

estimating-the-effective-topics-of-articles-and-journals

familia

A Toolkit for Industrial Topic Modeling

gci

Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis.

kbqa-for-diagnosis

B站开源课 Knowledge Graph,Question Answering System，基于知识图谱和向量检索的医疗诊断问答系统

lightweighted-cnn-for-document-classification

Optimized Text Document Classification

ml-transformer

ner_in_chinese

Bilibili NER

stable-diffusion-webui-colab

stable diffusion webui colab

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF etc.