codewithzichao

Machine_Learning_Code

《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/FM/FFM)的原理讲解与python和类库实现

NLP_Programs

本repo使用tensorflow2实现NLP中常见的模型：文本相似度分析、文本摘要、文本生成、机器翻译......（持续更新中）

Text_Classification_Programs

使用tensorflow2实践常见文本分类模型，keep learning！

adafactor

adafactor optimizer for keras

CodingInterviewCode

《剑指offer》所有代码

GNNPapers

Must-read papers on graph neural networks (GNN)

ner

命名实体识别实践与探索

Baidu-2020-Language-and-Intelligent-Technology-Competition-Relation-Extraction-rank15

2020语言与智能技术竞赛：关系抽取任务

Batch_Parallel_LatticeLSTM

Chinese NER using Lattice LSTM. Reproduction for ACL 2018 paper.

bd-chat-2020

2020语言与智能技术竞赛：面向推荐的对话任务

CasRel

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. Accepted by ACL 2020.

DistributionBalancedLoss

Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets" (ECCV 2020 Spotlight)

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

elmo-bilstm-cnn-crf

BiLSTM-CNN-CRF architecture for sequence tagging using ELMo representations.

Entity-Relation-As-Multi-Turn-QA

Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering

epidemic-sentence-pair

天池 疫情相似句对判定大赛 线上第一名方案

ERNIE-Pytorch

ERNIE Pytorch Version

GradNorm

jave

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product

keras-bert

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

Leetcode_Hot_100

本repo主要记录了leetcode上的Hot100题， 采用C++实现。

MatchSum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

resume

An elegant \LaTeX\ résumé template. 大陆镜像 https://gods.coding.net/p/resume/git

Tencent2020_Rank1st

The code for 2020 Tencent College Algorithm Contest, and the online result ranks 1st.

TensorFlow-2.x-Tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Text-Summarization-Papers

An Exhaustive Paper List for Text Summarization

transformer-xl

UVR-NMT

Neural Machine Translation with universal Visual Representation (ICLR 2020)

vert-papers

This repository contains code and datasets related to entity/knowledge papers from the VERT (Versatile Entity Recognition & disambiguation Toolkit) project, by the Knowledge Computing group at Microsoft Research Asia (MSRA).

xf_event_extraction_2020Top1

科大讯飞事件抽取挑战赛2020Top1