time-series-transformers-review
tsai
time-series-transformers-review | tsai | |
---|---|---|
85 | 4 | |
2,103 | 4,690 | |
- | 2.2% | |
4.8 | 7.4 | |
26 days ago | 9 days ago | |
Jupyter Notebook | ||
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
time-series-transformers-review
- time-series-transformers-review: NEW Data - star count:1424.0
-
Covering the main Time Series Forecasting models
More papers on similar approaches listed here and here: "Application Domains of Time Series Transformers"
- time-series-transformers-review: NEW Data - star count:1114.0
tsai
-
Aeon: A unified framework for machine learning with time series
Also https://github.com/timeseriesAI/tsai
-
What is the current state-of-art in sequence classification?
You might be interested in tsai. I am not affiliated with them and have not used tsai, but I have been planning to try it for too long … well :p
-
[P] Deep Learning for time series forecasting (neuralforecast, python package)
how about tsai?
- Machine learning with Time series data
What are some alternatives?
gluonts - Probabilistic time series modeling in Python
darts - A python library for user-friendly forecasting and anomaly detection on time series.
neural_prophet - NeuralProphet: A simple forecasting package
sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
F1FantasyData - Price and sentiment data from the f1 fantasy game.
statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.
Awesome-ComputerVision - Awesome-ComputerVision
flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
ETSformer - PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
neuralforecast - Scalable and user friendly neural :brain: forecasting algorithms.
awesome-project-ideas - Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
nixtla - Python SDK for TimeGPT, a foundational time series model