tsdownsample VS tsai

Compare tsdownsample vs tsai and see what are their differences.

tsdownsample

High-performance time series downsampling algorithms for visualization (by predict-idlab)
Aggregation downsampling lttb m4 minmax Simd time-series Visualization Fast Performance Python
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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tsdownsample tsai
7 4
127 4,690
6.3% 4.7%
6.0 7.4
16 days ago 4 days ago
Jupyter Notebook Jupyter Notebook
MIT License 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.

tsdownsample

Posts with mentions or reviews of tsdownsample. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-27.

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 tsdownsample and tsai you can also consider the following projects:

ZenithTA - A high performance python technical analysis library written in Rust and the Numpy C API.

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

downsample - Collection of several downsampling methods for time series visualisation purposes.

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

Panther - A high performance python technical analysis library written in Rust and the Numpy C API. [Moved to: https://github.com/gregyjames/ZenithTA]

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

argminmax - Efficient argmin & argmax

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.

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

mlforecast - Scalable machine 🤖 learning for time series forecasting.

gluonts - Probabilistic time series modeling in Python

tsdownsample vs ZenithTA tsai vs darts tsdownsample vs downsample tsai vs sktime-dl tsdownsample vs Panther tsai vs statsforecast tsdownsample vs argminmax tsai vs flow-forecast tsai vs neuralforecast tsai vs nixtla tsai vs mlforecast tsai vs gluonts