Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)

A Library for Advanced Deep Time Series Models.

📚 Modern C++ Tutorial: C++11/14/17/20 On the Fly | https://changkun.de/modern-cpp/

Activity Indicators for Modern C++

Code for "Transformer Networks for Trajectory Forecasting"

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

Data compression in TensorFlow

A PyTorch library and evaluation platform for end-to-end compression research

Lossy compression; Variable rate compresson; Lossless compression;

NN based lossless compression

C++那些事

Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python.

A toolkit for managing pretrained models of PaddlePaddle and helping user getting started with transfer learning more efficiently. （『飞桨』预训练模型管理和迁移学习工具 ）

Deep learning person re-identification in PyTorch.

汉语自然语言处理视频教程-开源学习资料

基于Pytorch、Gym搭建的强化学习框架，训练机器自动操盘

Transformer Variational Autoencoder experiment