Arun

~~I will be working on the equivariance tutorial.~~ (no longer working on it)

On tensorboard problem: - I think the installation procedure in `install_deepchem_conda.ps1` should be updated. Can you please try by https://github.com/deepchem/deepchem/blob/master/scripts/install_deepchem_conda.ps1#L21 replacing this line with `$common = Join-Path (pwd).PATH "requirements/tensorflow/env_tensorflow.yml"` and...

I think callback works only on KerasModels. Since mpnn using pytorch backend, it would have caused the runtime error.

Hi Roberto, The dataset [example-2_cpc_results.csv](https://github.com/arunppsg/TadGAN/blob/master/exchange-2_cpc_results.csv) does not contain any negative points. Hence, `tp=0`. The model also detects all points as negative. Hence, `fp=0`. The attached dataset is **not** the write...

Hi Roberto, The anomalies are excluded in training process. The anomaly values are used only for evaluation process and not during training. Training uses the time series signals. The generator...

Hi Roberto, Thanks for your interest. Training of GANs are highly unstable and it requires more computation power. Access to computation power is currently out of scope for me. Best,...

Hi Rbt, The same was the result observed in my scenario. But the loss value seems to improve in the right direction after successive epochs. I don't have any particular...

Adding your data to repo will be great. You can make a pull request with that data and I will merge it. Best, Arun. On Mon, 12 Jul 2021, 15:59...

You need to [create a pull request](https://docs.github.com/en/github/collaborating-with-pull-requests/proposing-changes-to-your-work-with-pull-requests/creating-a-pull-request). I don't see any pull request currently.

Hello August, 1. You can also use other variables but for that you might need to change model architecture. I am not sure on how we can change it. Maybe...