tsai VS aeon

Compare tsai vs aeon and see what are their differences.

tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai (by timeseriesAI)
time-series-classification Deep Learning Fastai Pytorch Timeseries time-series sequential time-series-analysis Transformer Cnn Rnn state-of-the-art self-supervised Classification Regression Forecasting inceptiontime Rocket Machine Learning Python
Source Code
timeseriesai.github.io
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aeon

A toolkit for machine learning from time series (by aeon-toolkit)
Data Mining Data Science Forecasting Machine Learning scikit-learn time-series time-series-analysis time-series-classification time-series-clustering time-series-regression
Source Code
aeon-toolkit.org
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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tsai aeon
4 4
4,703 806
2.5% 4.1%
7.4 9.8
12 days ago 3 days ago
Jupyter Notebook Python
Apache License 2.0 BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

tsai

Posts with mentions or reviews of tsai. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-22.

aeon

Posts with mentions or reviews of aeon. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-15.

What are some alternatives?

When comparing tsai and aeon you can also consider the following projects:

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

sktime - A unified framework for machine learning with time series

sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow

Swift-Server - A very basic proof-of-concept Swift HTTP server that does not require Foundation

statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.

Express - Swift Express is a simple, yet unopinionated web application server written in Swift

flow-forecast - Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

scikit-learn-ts - Powerful machine learning library for Node.js – uses Python's scikit-learn under the hood.

neuralforecast - Scalable and user friendly neural :brain: forecasting algorithms.

jan - Jan is an open source alternative to ChatGPT that runs 100% offline on your computer. Multiple engine support (llama.cpp, TensorRT-LLM)

nixtla - Python SDK for TimeGPT, a foundational time series model

tsai vs darts aeon vs sktime tsai vs sktime-dl aeon vs Swift-Server tsai vs statsforecast aeon vs Express tsai vs flow-forecast aeon vs scikit-learn-ts tsai vs neuralforecast aeon vs jan tsai vs nixtla aeon vs darts