https://github.com/lmangani/tenseries
Tensorflow JS LSTM predictions against Prometheus metrics
https://github.com/lmangani/tenseries
machine-learning predictions prometheus tensorflow tensorflow-js tfjs timeseries timeseries-forecasting
Last synced: 2 months ago
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Tensorflow JS LSTM predictions against Prometheus metrics
- Host: GitHub
- URL: https://github.com/lmangani/tenseries
- Owner: lmangani
- Created: 2018-12-01T09:59:36.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-12-02T17:45:00.000Z (over 7 years ago)
- Last Synced: 2024-10-05T13:22:09.026Z (over 1 year ago)
- Topics: machine-learning, predictions, prometheus, tensorflow, tensorflow-js, tfjs, timeseries, timeseries-forecasting
- Language: JavaScript
- Homepage:
- Size: 32.9 MB
- Stars: 1
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# tenSeries
Tensorflow LSTM predictions against Prometheus metrics
### Installation
```
npm install
```
#### Example
In our default example metrics are exposed on endpoint `/metrics` and port `3000` using the Prometheus server in ENV `PROM`
```
PROM=prometheus.server:9090 npm run server
```
#### Test
```
npm test
```
### TODO
* model training API
* additional data query backends
* save/restore functions
-------------
### Status
Nothing to see here yet.
#### Credits
Contains JS elements from [predictatron](https://github.com/limscoder/predictatron)