Palash Shah issues

Results 39 issues of


Palash Shah

unable to figure out training script

``` for epoch in range(max_epochs): # Training for orig, segmented in training_generator: # Transfer to GPU orig, segmented = local_batch.to(device), local_labels.to(device) ``` orig and segmented are torch tensors that represent...

fix issues with dimensionality_reduc()

doesn't currently work.

data

reccomender system

creating a recommendation engine might be a possibility?

core-ai

stat:in-progress

investigate Calinski-Harabasz and Silhouette criterion for clustering

core-ai

some sort of bar graph for feature importances

This could be a part of the .analyze() function and can be integrated into the dashbaord potentially.

data

stat:in-progress

ensembling query

look into somehow creating a query for ensembling methods

stat:in-progress

dowhy for causal inference

https://github.com/microsoft/dowhy

data

stat:in-progress

allow for set number of clusters for k_means

stat:in-progress

model loading

maybe a supplementary function to simply combine the .h5 and .json file for model loading? We should also somehow be able to recreate the full key in the client object...

structural

work on model interpretability

we need to help non-technical users understand the models we create better, our process is too much of a black-box right now. Look into DoWhy and CausalNex.

structural