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Wen.Sh's Projects

autoformer icon autoformer

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

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

deep-learning-books icon deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

deeplab_v3 icon deeplab_v3

Tensorflow Implementation of the Semantic Segmentation DeepLab_V3 CNN

far-ho icon far-ho

Gradient based hyperparameter optimization & meta-learning package for TensorFlow

influxdb icon influxdb

Scalable datastore for metrics, events, and real-time analytics

informer2020 icon informer2020

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

models icon models

Models and examples built with TensorFlow

tensorflow-2.x-tutorials icon tensorflow-2.x-tutorials

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码,实战教程。

tsfpaper icon tsfpaper

This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.

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