hydra
HYDRA: Competing convolutional kernels for fast and accurate time series classification (by angus924)
dl-4-tsc
Deep Learning for Time Series Classification (by hfawaz)
| hydra | dl-4-tsc | |
|---|---|---|
| 1 | 5 | |
| 38 | 1,447 | |
| - | - | |
| 10.0 | 1.9 | |
| over 1 year ago | about 1 year ago | |
| Python | Python | |
| GNU General Public License v3.0 only | GNU General Public License v3.0 only |
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.
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.
hydra
Posts with mentions or reviews of hydra.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-01.
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[D] Audio segmentation - Machine Learning algorithm to segment a audio file into multiple class
train minirocket/hydra, which were designed for time series classification, on the labelled dataset (probably as four one-vs-many problems, eg s1 vs the rest, s2 vs the rest etc)
dl-4-tsc
Posts with mentions or reviews of dl-4-tsc.
We have used some of these posts to build our list of alternatives
and similar projects.
- Need help with time series classification !
- [help] Time series clustering best resources
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Anomaly Detection on time series? Approaches?
Maybe this helps.
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What are some areas in ML to specialise in during masters other than NLP and CV?
Time Series Classification https://github.com/hfawaz/dl-4-tsc/
- Pre trained time series models?
What are some alternatives?
When comparing hydra and dl-4-tsc you can also consider the following projects:
sktime-dl - DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow
DeepNeuralNetworksFromScratch - Different kinds of deep neural networks (DNNs) implemented from scratch using Python and NumPy, with a TensorFlow-like object-oriented API.
minirocket - MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
neozot-py - get recommendations from arxiv based on your zotero library
rocket - ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
ietf-reviewtool - Download and review IETF documents, such as Internet-Drafts or RFCs.