vosk-build-model
Time-Series-Library
| vosk-build-model | Time-Series-Library | |
|---|---|---|
| 1 | 3 | |
| 53 | 4,362 | |
| - | 9.1% | |
| 0.0 | 8.7 | |
| over 2 years ago | 4 days ago | |
| Shell | Python | |
| MIT License | MIT License |
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vosk-build-model
Time-Series-Library
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[D] Doubts on the implementation of LSTMs for timeseries prediction (like including weather forecasts)
Don't use an LSTM. Get up to date with SoTA methods and read the papers in the field. LSTMs are not the way forward. Read the papers I suggested. It would be very useful to come to grips with both the Time Series Repository (https://github.com/thuml/Time-Series-Library) and Darts (https://github.com/unit8co/darts) as these are widely used for research and in industry.
- GitHub - thuml/Time-Series-Library: A Library for Advanced Deep Time Series Models.
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Inverted Transformers Are Effective for Time Series Forecasting
Cool! I find it has been implemented in the tslib (https://github.com/thuml/Time-Series-Library), the results seem promising when I reproduce the experiments.
What are some alternatives?
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autogluon - Fast and Accurate ML in 3 Lines of Code
Kaldi Speech Recognition Toolkit - kaldi-asr/kaldi is the official location of the Kaldi project.
mlops-v2 - Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.
setting-up-sbrw - A *brief* guide on how to set up a Soapbox Race World (SBRW) server for NFS: World. Should include everything you'll need.
autogluon - AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data [Moved to: https://github.com/autogluon/autogluon]
speech-to-text-benchmark - speech to text benchmark framework
nsfw_data_scraper - Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
zeroth - Kaldi-based Korean ASR (한국어 음성인식) open-source project
darts - A python library for user-friendly forecasting and anomaly detection on time series.