Weixuan Fu
Weixuan Fu
Similar to Keras's [“callbacks”](https://keras.io/callbacks/)— we need add a class that can access the training state after every training iteration for better logging and/or performing custom operations after every generation during...
Below are some ideas for future enhancements for `pennaipy`: - refine default values of [parameters in PennAI](https://github.com/EpistasisLab/pennai/blob/v0.17/ai/sklearn/pennai_sklearn.py#L48-L71) for better AutoML application - support more classifiers and regressors in the [PennAI...
After comparing the CI builds passed last week with ones failed this week, I found that `numpy` was updated from 1.19 to 1.20 on Jan 30, 2021. I think it...
I pushed a branch called [raspberrypi](https://github.com/EpistasisLab/pennai/tree/raspberrypi) for trying building docker images of PennAI in raspberrypi. This issue is for discussion of solution for transporting PennAI based on x86 (most Intel...
 Instead of using tsv file, we can use pickle file (which was per-generated from pd.DataFrame) to load the results into AI. This way is very fast because no `eval`...
When there is no capacity in machine, current version of PennAI do not allow user to submit experiment and only show "Error submitting experiment: 503: All experiment nodes busy." Maybe...
   Cancelled experiment in Experiments page should not have any action once you click it. However, now the action is to go to a result page that not...
AI worked fine on initial datasets after starting up PennAI. But after uploading a new dataset via +Add dataset bottom, AI failed somehow on those initial datasets but worked for...
For now, users cannot delete the dataset or re-upload it (see the screenshot below) if the dataset has been uploaded to PennAI and also cannot change the metafeatures (categorical features...
- add jupyter notebook link for better examples - other friendly revision