Felix0032

fun-rec

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

bert_finetune_sparsify

BackRazor_Neurips22

[Neurips 2022] “ Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropogation”, Ziyu Jiang*, Xuxi Chen*, Xueqin Huang, Xianzhi Du, Denny Zhou, Zhangyang Wang

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

bert

TensorFlow code and pre-trained models for BERT

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

annotated-transformer

An annotated implementation of the Transformer paper.

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

pyts

A Python package for time series classification

BaiduTraffic

This repo includes introduction, code and dataset of our paper Deep Sequence Learning with Auxiliary Information for Traffic Prediction (KDD 2018).

CAUSE

FEDformer

Pyraformer

Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

Informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

scaleformer

CrossFormer

The official code for the paper: https://openreview.net/forum?id=_PHymLIxuI

PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

ETDataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.