jjyyu2

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Information-Extraction-Chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

DeepIE

DeepIE: Deep Learning for Information Extraction

Tencent2020_Rank1st

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

xlearn

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

tensorflow-DeepFM

Tensorflow implementation of DeepFM for CTR prediction.

woe

Tools for WoE Transformation mostly used in ScoreCard Model for credit rating

TensorFlow2.0-Notes

Tensorflow 2.0 Notes 提供了TF2.0案例实战以及TF2.0基础实战，目标是帮助那些希望和使用Tensorflow 2.0进行深度学习开发和研究的朋友快速入门，其中包含的Tensorflow 2.0教程基本通过测试保证可以成功运行(有问题的可以提issue，笔记网站正在建设中)。

KDDCUP20-Debiasing-Top5

KDDCUP-2020

6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

tsfresh

Automatic extraction of relevant features from time series:

python-holidays

Generate and work with holidays in Python

text_classification

all kinds of text classification models and more with deep learning

2018-daguan-competition

2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4

roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

CS-Notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

kaggle-avazu

DataScience

数据科学竞赛实战

fastText

Library for fast text representation and classification.

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

Chinese-XLNet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

albert_zh

A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS, 海量中文预训练ALBERT模型

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

NLP_PEMDC

NLP Predtrained Embeddings, Models and Datasets Collections(NLP_PEMDC). The collection will keep updating.

Transformers_for_Text_Classification

基于Transformers的文本分类

CCF_BDCI_2019_datafountain350

CCF BDCI 2019 互联网新闻情感分析 复赛top8 代码

ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

quest_qa_labeling

Google QUEST Q&A Labeling. Improving automated understanding of complex question answer content

Chinese-BERT-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）