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GIT课程测试

autoformer

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

bp-algorithm

一文彻底搞懂BP算法：原理推导+数据演示+项目实战

crossformer

Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

decision_tree-python

决策树分类（ID3，C4.5，CART）

deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

deeplearning_lhy21_notes

深度学习 李宏毅 2021 学习笔记

etdataset

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

head2toe

informer2020

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

lhy_machine_learning

李宏毅2021春季机器学习课程课件及作业

lstm-gru-pytorch

LSTM and GRU in PyTorch

ml-from-scratch

机器学习算法 基于西瓜书以及《统计学习方法》，当然包括DL。

multivariate-time-series-data

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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

python

Demo and other Python3 code

ratl

code for RATL

sasa-pytorch

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

time-series-library

A Library for Advanced Deep Time Series Models.

time-series-prediction-lstm-pytorch

Time Series Prediction with LSTM Using PyTorch

timesnet

About Code release for "TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis" (ICLR 2023), https://openreview.net/pdf?id=ju_Uqw384Oq

tlbook-code

Code for Transfer Learning book--《迁移学习导论》配套代码

tlt

TLT Recurrent fine-tuning transfer learning for water quality long-term prediction

tlt-main

基于深度迁移学习的水质预测研究

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai