syrGitHub

Awesome-SSL4TS

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

awesome-AI-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

DeepSeek-MoE

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Time-Series-Library

A Library for Advanced Deep Time Series Models.

transformers

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

REDSDS

Pytorch implementation of RED-SDS (NeurIPS 2021).

ENER

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition

C-HMCNN

Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"

NeuralNLP-NeuralClassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

gluonts

Probabilistic time series modeling in Python

PRML

PRML algorithms implemented in Python

caffe-DeepRegressionForests

Code for DeepRegressionForests

conv_arithmetic

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

3D-ResNets-PyTorch

3D ResNets for Action Recognition (CVPR 2018)

pytorch-i3d

kinetics-i3d

Convolutional neural network model for video classification trained on the Kinetics dataset.