horizon94

natural-instructions

Expanding natural instructions

FLAN

Hierarchical-BERT-Model-with-Limited-Labelled-Data

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

hiersumm

Code for paper Hierarchical Transformers for Multi-Document Summarization in ACL2019

longformer

Longformer: The Long-Document Transformer

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

QASystemOnMedicalKG

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

Medical-Health-Q-A-System-Based-On-Knowledge-Graphs

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

vision_transformer

gpt-3

GPT-3: Language Models are Few-Shot Learners

bpr

Bayesian Personalized Ranking

Surprise

A Python scikit for building and analyzing recommender systems

recommendation

推荐系统实例

recsys_core

[推荐系统] Based on the scoring data set, the recommendation system is built with FM and LR as the core(基于评分数据集，构建以FM和LR为核心的推荐系统).

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

Speech-Emotion-Recognition

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

BERT-BiLSTM-CRF-NER

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

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取

Web

千古前端图文教程，超详细的前端入门到进阶知识库。从零开始学前端，做一名精致优雅的前端工程师。

keyword_extraction

利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。

lexrank

LexRank algorithm for text summarization

Baike_Unstruction_Info_Extract

抽取百度百科，互动百科和搜狗百科网页中的info box 的属性信息

LeetCodeAnimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

nvidia-docker

Build and run Docker containers leveraging NVIDIA GPUs

ubuntu-desktop

Ubuntu Desktop (LXDE) Dockerfile for trusted automated Docker builds.