khairulislam

lag-llama

Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting

PROFHiT

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

ViTST

[NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."

time-series-papers

An up-to-date list of time-series related papers in AI venues.

awesome-graph-explainability-papers

Papers about explainability of GNNs

gnn-model-explainer

gnn explainer

Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

data-science-on-aws

AI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker

PyGDebias

Open-source Library PyGDebias: Graph Datasets and Fairness-Aware Graph Mining Algorithms

the-turing-way

Host repository for The Turing Way: a how to guide for reproducible data science

mkdocs

Project documentation with Markdown.

pdoc

API Documentation for Python Projects

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

Time-Series-Forecasting-and-Deep-Learning

Resources about time series forecasting and deep learning.

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.

darts

A python library for user-friendly forecasting and anomaly detection on time series.

gluonts

Probabilistic time series modeling in Python

pytorch-forecasting

Time series forecasting with PyTorch

evaluation-local-explanation-time-series

Official repo of the paper "Evaluation of interpretability methods for multivariate time series forecasting"

Time-Series-Library

A Library for Advanced Deep Time Series Models.

neuralforecast

Scalable and user friendly neural :brain: forecasting algorithms.

time_interpret

Unified Model Interpretability Library for Time Series

WinIT

Code for the ICLR'23 paper "Temporal Dependencies in Feature Importance for Time Series Prediction"

TS-Interpretability-Benchmark

captum

Model interpretability and understanding for PyTorch

one-page-website-html-css-project

This project is for html & css practice. We made this for youtube tutorial purpose.

project-pages

Fork this repo for a quick start. If "Project Timeline" or "License" appeared on your nav bar, Look Below!

Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning