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books

技术资料分享

capsule_text_classification

credit-card-score

基于Python的申请信用评分卡模型分析

credit-scoring-model

Credit scoring machine learning algorithm which predicts probability of default

diversefewshot_amazon

endless_learning

fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

fewshotnlp

The source codes of the paper "Improving Few-shot Text Classification via Pretrained Language Representations" and "When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification".

hatt-proto

Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification

helloflask

Hello, Flask!

kg4zeroshottext

Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '

latticelstm

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

lending_club_analysis

Analyis of publically available LendingClub data

picgo

tips-of-feature-engineering

A feature engineering kit for each issue, to give you a deeper and deeper understanding of the work of feature engineering!

zh-ner-tf

A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)