uni2ts VS tsai

Compare uni2ts vs tsai and see what are their differences.

uni2ts

Unified Training of Universal Time Series Forecasting Transformers (by SalesforceAIResearch)
Deep Learning Forecasting Machine Learning pre-trained-models pre-training representation-learning time-series time-series-forecasting Transformers universal-forecasting
Source Code
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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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uni2ts tsai
2 4
427 4,730
49.2% 3.0%
7.6 7.4
5 days ago 19 days ago
Jupyter Notebook Jupyter Notebook
Apache License 2.0 Apache License 2.0
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.

uni2ts

Posts with mentions or reviews of uni2ts. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-25.

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.

What are some alternatives?

When comparing uni2ts and tsai you can also consider the following projects:

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

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

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

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

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

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

mlforecast - Scalable machine 🤖 learning for time series forecasting.

gluonts - Probabilistic time series modeling in Python

dspytai - EVMOS blockchain Dapp that utilizes on-chain data to model potential price fluctuations in real-time from covalent api.

TGLSTM - Pytorch implementation of LSTM for irregular time series

MAPIE - A scikit-learn-compatible module for estimating prediction intervals.

uni2ts vs nixtla tsai vs darts tsai vs sktime-dl tsai vs statsforecast tsai vs flow-forecast tsai vs neuralforecast tsai vs nixtla tsai vs mlforecast tsai vs gluonts tsai vs dspytai tsai vs TGLSTM tsai vs MAPIE