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DROCC Code #196

Merged
merged 19 commits into from Jul 29, 2020
Merged

DROCC Code #196

merged 19 commits into from Jul 29, 2020

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SachinG007
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drocc_trainer : /pytorch/edgeml_pytorch/trainer
Example Files : /examples/pytorch/DROCC/

  1. Tabular datasets
  2. Timeseries datasets
  3. Cifar10 data

Please try to check if you are able to follow the readme.

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# Deep Robust One-Class Classification
In this directory we present examples of how to use the `DROCCTrainer` to replicate results in [paper](https://proceedings.icml.cc/book/4293.pdf).

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add instructions to install drocc trainer from ROOT/pytorch

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done


#### Abalone
```
python3 main_tabular.py --hd 128 --lr 0.001 --lamda 1 --gamma 2 --ascent_step_size 0.001 --radius 3 --batch_size 256 --epochs 200 --optim 0 --restore 0 --metric F1 -d "root_data"
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was able to follow instructions and run.
At the start of the log, I see:
(1862, 8) (1862,) (58, 8) (1891,)
Can you please add annotation for what these are, or just remove them from the print out

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added annotation on number of train samples and test samples

examples/pytorch/DROCC/README.md Show resolved Hide resolved
```


## Arguments Detail
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add another level of indentation ###

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done

examples/pytorch/DROCC/README.md Show resolved Hide resolved
@SachinG007
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@harsha-simhadri addressed the comments. Please approve the PR

@harsha-simhadri harsha-simhadri merged commit a1021df into microsoft:master Jul 29, 2020
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3 participants