gdevos010

gdevos010's Stars

• lucidrains/iTransformer

  Unofficial implementation of iTransformer - SOTA Time Series Forecasting using Attention networks, out of Tsinghua / Ant group

  Language:Python36629

• thuml/Time-Series-Library

  A Library for Advanced Deep Time Series Models.

  Language:Python5k843

• StuffbyYuki/Python-Polars-Tips-and-Tricks

  Language:Jupyter Notebook176

• sybrenjansen/mpire

  A Python package for easy multiprocessing, but faster than multiprocessing

  Language:Python1.9k36

• Nixtla/nixtla

  TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's capable of accurately predicting various domains such as retail, electricity, finance, and IoT with just a few lines of code 🚀.

  Language:Jupyter Notebook1.9k152

• DaoSword/Time-Series-Forecasting-and-Deep-Learning

  Resources about time series forecasting and deep learning.

  45645

• TabbyML/tabby

  Self-hosted AI coding assistant

  Language:Rust18.2k766

• ray-project/ray

  Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python31.9k5.4k

• jdb78/pytorch-forecasting

  Time series forecasting with PyTorch

  Language:Python3.7k599

• google-research/tuning_playbook

  A playbook for systematically maximizing the performance of deep learning models.

  25.7k2.1k

• lucidrains/make-a-video-pytorch

  Implementation of Make-A-Video, new SOTA text to video generator from Meta AI, in Pytorch

  Language:Python1.9k178

• unit8co/darts

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

  Language:Python7.5k826

• lucidrains/Adan-pytorch

  Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch

  Language:Python2469

• janosh/awesome-normalizing-flows

  Awesome resources on normalizing flows.

  Language:Python1.3k117

• ts-kim/RevIN

  RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift

  Language:Python22121

• lessw2020/Ranger21

  Ranger deep learning optimizer rewrite to use newest components

  Language:Python32043

• lmmentel/awesome-time-series

  Resources for working with time series and sequence data

  49770

• cerlymarco/MEDIUM_NoteBook

  Repository containing notebooks of my posts on Medium

  Language:Jupyter Notebook2k976

• DAMO-DI-ML/KDD2022-Tutorial-Time-Series

  KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

  304

• salesforce/DeepTime

  PyTorch code for Learning Deep Time-index Models for Time Series Forecasting (ICML 2023)

  Language:Python34863

• lixus7/Time-Series-Works-Conferences

  Time-Series Work Summary in CS Top Conferences (NIPS, ICML, ICLR, KDD, AAAI, WWW, IJCAI, CIKM, ICDM, ICDE, etc.)

  72379

• qingsongedu/timeseries-tutorial-kdd-2022

  KDD'22 Tutorial: Robust Time Series Analysis and Applications An Industrial Perspective

  10215

• lucidrains/rotary-embedding-torch

  Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

  Language:Python45537

• lucidrains/VN-transformer

  A Transformer made of Rotation-equivariant Attention using Vector Neurons

  Language:Python754

• cure-lab/Awesome-time-series-dataset

  A comprehensive time-series dataset survey

  13

• salesforce/ETSformer

  PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

  Language:Python25040

• salesforce/CoST

  PyTorch code for CoST: Contrastive Learning of Disentangled Seasonal-Trend Representations for Time Series Forecasting (ICLR 2022)

  Language:Python20943

• lucidrains/gated-state-spaces-pytorch

  Implementation of Gated State Spaces, from the paper "Long Range Language Modeling via Gated State Spaces", in Pytorch

  Language:Python944

• lucidrains/x-transformers

  A simple but complete full-attention transformer with a set of promising experimental features from various papers

  Language:Python4.3k368

• MaxBenChrist/awesome_time_series_in_python

  This curated list contains python packages for time series analysis

  2.1k364