Ywz2023

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, ... 🧠

CausalDiscoveryToolbox

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

GCI

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

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。

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

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.