lisxen

lisxen's Stars

• google-research/timesfm

  TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.

  Language:Python4k345

• SalesforceAIResearch/uni2ts

  Unified Training of Universal Time Series Forecasting Transformers

  Language:Jupyter Notebook976111

• amazon-science/chronos-forecasting

  Chronos: Pretrained Models for Probabilistic Time Series Forecasting

  Language:Python2.8k312

• liaoyuhua/LLM4TS

  Large Language & Foundation Models for Time Series.

  46939

• UConn-DSIS/Empowering-Time-Series-Analysis-with-LLM

  Official website for "Empowering Time Series Analysis with Large Language Models: A Survey"

  957

• xiyuanzh/awesome-llm-time-series

  tracking papers, datasets, and models of "large language model (LLM) for time series"

  34222

• autogluon/autogluon

  Fast and Accurate ML in 3 Lines of Code

  Language:Python8.2k938

• Chenngzz/MTSA-SNN

  Language:Python273

• KimMeen/Time-LLM

  [ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

  Language:Python1.6k277

• unit8co/darts

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

  Language:Python8.2k898

• HumaticsLAB/AttentionBasedMultiModalRNN

  An unofficial Pytorch implementation of Attention based Multi-Modal New Product Sales Time-series Forecasting

  Language:Python255

• 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 Notebook2.4k201

• time-series-foundation-models/lag-llama

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

  Language:Python1.3k159

• ngruver/llmtime

  Language:Jupyter Notebook727164

• etna-team/etna

  ETNA – Time-Series Library

  Language:Python1528

• sb-ai-lab/Eco2AI

  eco2AI is a python library which accumulates statistics about power consumption and CO2 emission during running code.

  Language:Python24218

• MVRonkin/TimeSeriesCourse

  Language:Jupyter Notebook125

• dayekb/Study

  Учебные материалы по курсам связанным с Машинным обучением, которые я читаю в УрФУ. Презентации, блокноты ipynb, ссылки

  Language:Jupyter Notebook1913