Weijie Liu

python-vimrc. VIM Configuration for Python / Cython / C Development

human-eval. Code for the paper "Evaluating Large Language Models Trained on Code"

Awesome-Code-LLM. [TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.

tiktoken. tiktoken is a fast BPE tokeniser for use with OpenAI's models.

Chinese-instruction-datasets. 中文 Instruction tuning datasets

DeepRL-Chinese. Python

DRL. Deep Reinforcement Learning

llama2.c. Inference Llama 2 in one file of pure C

Luotuo-Chinese-LLM. 骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

WebGLM. WebGLM: An Efficient Web-enhanced Question Answering System (KDD 2023)

Linly. Chinese-LLaMA 1&2、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文OpenLLaMA模型；NLP预训练/指令微调数据集

Chinese-LangChain. 中文langchain项目|小必应，Q.Talk，强聊，QiangTalk

CLUECorpus2020. Large-scale Pre-training Corpus for Chinese 100G 中文预训练语料

TencentPretrain. Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo

CSL. [COLING 2022] CSL: A Large-scale Chinese Scientific Literature Dataset 中文科学文献数据集

AnyQ. FAQ-based Question Answering System

BERT-whitening-pytorch. Pytorch version of BERT-whitening

Multi-CPR. [SIGIR 2022] Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval

Pytorch-Chinese-MultilLabel-Classification. knowledge distillation using bert for NLP tasks.

ChineseSemanticKB. ChineseSemanticKB,chinese semantic knowledge base, 面向中文处理的12类、百万规模的语义常用词典，包括34万抽象语义库、34万反义语义库、43万同义语义库等，可支持句子扩展、转写、事件抽象与泛化等多种应用场景。

ChineseTextualInference. ChineseTextualInference project including chinese corpus build and inferecence model, 中文文本推断项目,包括88万文本蕴含中文文本蕴含数据集的翻译与构建,基于深度学习的文本蕴含判定模型构建.

ViLT. Code for the ICML 2021 (long talk) paper: "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

Financial-Knowledge-Graphs. 小型金融知识图谱构建流程（neo4j / python / cypher / KG）

MSMARCO-Passage-Ranking. MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, and passage ranking. A variant of this task will be the part of TREC and AFIRM 2019. For Updates about TREC 2019 please follow This Repository Passage Reranking task Task Given a query q and a the 1000 most relevant passages P = p1, p2, p3,... p1000, as retrieved by BM25 a succeful system is expected to rerank the most relevant passage as high as possible. For this task not all 1000 relevant items have a human labeled relevant passage. Evaluation will be done using MRR

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

SentEval. A python tool for evaluating the quality of sentence embeddings.

CLUEDatasetSearch. 搜索所有中文NLP数据集，附常用英文NLP数据集

Luban. An easy-to-use 3-in-1 software tailor-made for Snapmaker machines.

ArticlePairMatching. The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions

awesome_Chinese_medical_NLP. 中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

OpenKE. An Open-Source Package for Knowledge Embedding (KE)

ERNIE. Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

PyTorch-BigGraph. Generate embeddings from large-scale graph-structured data.

ChineseNlpCorpus. 搜集、整理、发布 中文 自然语言处理 语料/数据集，与 有志之士 共同 促进 中文 自然语言处理 的 发展。

FastBERT. The score code of FastBERT (ACL2020)

PyTorch-Course. JULYEDU PyTorch Course

Chinese-Word-Vectors. 100+ Chinese Word Vectors 上百种预训练中文词向量

BREDS. "Bootstrapping Relationship Extractors with Distributional Semantics" (Batista et al., 2015) in EMNLP'15 - Python implementation

Snowball. Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

Keras-TextClassification. 中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

BioNER-Progress. This repository aims to track the progress in BioNER and give a related paper list and an overview of the state-of-the-art (SOTA).

K-BERT. Source code of K-BERT (AAAI2020)

UER-py. Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

NLP-BERT--ChineseVersion. 谷歌自然语言处理模型BERT：论文解析与python代码

transformers. 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

llm-beginner. LLM、Agent上手教程

NREPapers. Must-read papers on neural relation extraction (NRE)

learning-nlp. nlp in action

kg-beijing. 北京知识图谱学习小组

DeepLearning. Some practices about deep learning

VNet-Tensorflow. Tensorflow implementation of the V-Net architecture for medical imaging segmentation.

easyquotation. 实时获取免费股票行情，支持新浪 / 腾讯(港股) / 集思录

tensorflow-tutorial. Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

tensorflow. An Open Source Machine Learning Framework for Everyone

mcml-photon-scattering-python. Python

awesome-deep-vision. A curated list of deep learning resources for computer vision

Kaggle_NCFM. Using Keras+TensorFlow to solve NCFM-Leadboard Top 5%

keras-vis. Neural network visualization toolkit for keras

selectivesearch. Selective Search Implementation for Python

raspberry-pi. Raspberry Pi related code

docklet. OS for Virtual Private Cloud

pyboard. The MicroPython board

openmv. OpenMV Camera Module

micropython. MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

Winter-2016-CS231N. Assignments: CNN for Visual Recognition.

MachineLearning. Some summary and code about Machine Learning, Reference: Li Hang《Statistic Learning Method》；Peter《Machine Learning in Action》

ComputerVersion. some practices about computer version

DesignPatterns. This project programed in the C++/python achieves some of the commonly used design patterns.

keras. Deep Learning for humans