zhihao-chen Goto Github PK

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

medicalqasystem

metaseq

Repo for external large-scale work

miditok

A convenient MIDI / symbolic music tokenizer for Deep Learning networks, with multiple strategies 🎶

millionheroassistant

百万 / 冲顶 / 芝士 / UC / 万能 答题助手（知识图谱更加专业，自动推荐答案， Android手机自动屏幕适配，模拟器支持，多开)

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

models-1

Models and examples built with TensorFlow

multihead_joint_entity_relation_extraction

Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).

neuralnlp-neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

nlp-experiments

该项目是自己做的一些nlp的实验，包括命名实体识别、实体关系抽取和事件抽取，未来会持续更新。

nlp-interview-notes

本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料，该资料目前包含 自然语言处理各领域的 面试题积累。

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

nlpir

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

openprompt

An Open-Source Framework for Prompt-Learning.

paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

piano_transcription

plm-nlp-code

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

prompt-tuning

Original Implementation of Prompt Tuning from Lester, et al, 2021

promptclue

PromptCLUE：大规模多任务Prompt预训练中文开源模型

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

pyabsa

BERT / LCF based aspect term extraction and aspect sentiment classification research toolbox (基于BERT / LCF的方面术语提取和方面情感分类工具)

pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

python

All Algorithms implemented in Python

python_data_structures_and_algorithms

Python 中文数据结构和算法教程

pytorch-loss

label-smooth, amsoftmax, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras