Orion

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Increase in Training Time for TadGAN implemented in TensorFlow 2.x

3

* Orion version: 0.3.1.dev0 * Python version: 3.7.11 * Operating System: macOS ### Description There is a significant increase in training time per signal between TadGAN implemented in TensorFlow 2.x...

lcwong0928

Upgrade Orion to TensorFlow 2.0

3

Resolve #161 **Changes** - Update packages in `setup.py`. - Update `tadgan.py` for TensorFlow 2.0 and associated pipeline files to use `tensorflow.keras`layers. - `.gitignore` to ignore `.pkl` and `.idea` files.

lcwong0928

Use pyproject.toml and setup.cfg

1

gsheni

TadGAN with Tensorflow 2.3 support

11

Hello everyone, thank you for this nice module and the good examples for the TadGAN. I wonder if anyone had success so far get the TadGAN model running under Tensorflow...

blaskowitz100

Upgrading to latest mlprimitives 0.3 and mlblocks 0.4. Resolve #161.

sarahmish

DeepAR Primitive

1

Resolve #138.

sarahmish

Discuss NASA dataset

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Opening a thread to discuss ```NASA``` dataset. We can add comments and discuss its characteristics, suitability for using it for benchmarking.

kveerama

Preprocessing non-contiguous segments

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Currently most pipelines share the same preprocessing primitives and in the following order: 1. `mlprimitives.custom.timeseries_preprocessing.time_segments_aggregate` this makes the signal equi-spaced based on the specified `interval`. 2. `sklearn.impute.SimpleImputer` for imputing missing...

sarahmish

Additional regressors

2

* Orion version: Current on pip * Python version: 3.7.10 * Operating System: Windows 10 ### Description Hello there, I would like to use additional regressors, as I understand it...

AugustComte

Ideas about anomaly scores

1

The `find_anomaly` primitive outputs a list of events, each associated with an anomaly score. These scores are some float values >= 0 and with no upper bound. If we can...

dyuliu