Pinned Repositories
AhoCorasickAutomation
Python version Aho-Corasic Automaton.
dialogue-utterance-rewriter
ACL 2019论文复现：Improving Multi-turn Dialogue Modelling with Utterance ReWriter
DocumentClassification
This code implements a simple CNN model for document classification with tensorflow.
KeywordProcesser
使用python实现了一个简单的trie树结构，可增加/查找/删除关键词，用于中文文本的关键词匹配、停用词删除等。
NER-LSTM-CRF
An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.
python-rule-engine
基于lark-parser的简易规则系统。
pytorch-notes
pytorch学习笔记
sklearn-practice
sklearn学习，持续更新...
SLTK
序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。
Stanford-NLP-Usage
整理了Stanford NLP的部分使用方法
liu-nlper's Repositories
liu-nlper/allennlp
An open-source NLP research library, built on PyTorch.
liu-nlper/Anima
33B Chinese LLM, DPO QLORA, 100K context, AirLLM 70B inference with single 4GB GPU
liu-nlper/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
liu-nlper/auto-err-template-fill
liu-nlper/awesome-annotation-tools
A curated list of awesome data annotation tools
liu-nlper/awesome-relation-extraction
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
liu-nlper/bi-tempered-loss
Robust Bi-Tempered Logistic Loss Based on Bregman Divergences. https://arxiv.org/pdf/1906.03361.pdf
liu-nlper/bigbird
Transformers for Longer Sequences
liu-nlper/ccks2021-track2-code
“英特尔创新大师杯”深度学习挑战赛 赛道2：CCKS2021中文NLP地址要素解析
liu-nlper/ChainKnowledgeGraph
ChainKnowledgeGraph, 产业链知识图谱包括A股上市公司、行业和产品共3类实体，包括上市公司所属行业关系、行业上级关系、产品上游原材料关系、产品下游产品关系、公司主营产品、产品小类共6大类。 上市公司4,654家，行业511个，产品95,559条、上游材料56,824条，上级行业480条，下游产品390条，产品小类52,937条，所属行业3,946条。
liu-nlper/chinese-calendar
判断一天是不是法定节假日/法定工作日（查看节假日安排）
liu-nlper/clinical-self-verification
Self-verification for LLMs.
liu-nlper/ColossalAI
Making big AI models cheaper, easier, and scalable
liu-nlper/FDU_KW_DEMI
DEMI入门练习
liu-nlper/liu-nlper
Config files for my GitHub profile.
liu-nlper/LLM-Agent-Paper-List
The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.
liu-nlper/machine-learning-notes
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
liu-nlper/MetaGPT
🌟 The Multi-Agent Framework: Given one line Requirement, return PRD, Design, Tasks, Repo
liu-nlper/nlp-competitions-list-review
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
liu-nlper/Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
liu-nlper/OpenHowNet
Core Data of HowNet and OpenHowNet Python API
liu-nlper/PaddleNLP
Easy-to-use and Fast NLP library with awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications.
liu-nlper/paper-reading
深度学习经典、新论文逐段精读
liu-nlper/pfliu-nlp
liu-nlper/picard
PICARD - Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models. PICARD is a ServiceNow Research project that was started at Element AI.
liu-nlper/prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
liu-nlper/Spatio-temporal-Diffusion-Point-Processes
A diffusion-based framework for spatio-temporal point processes
liu-nlper/Time-Series-Anomal-Detection
时间序列异常检测
liu-nlper/tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
liu-nlper/xformers
Hackable and optimized Transformers building blocks, supporting a composable construction.