I am working on a debugging tool for neural networks (https://github.com/FlorianDietz/comgra). Currently it is useful for visualizations and in-depth manual analysis, something that is lacking in tensorboard and other tools.I want to extend it to automate a lot of the common analyses and anomaly detections, and I'm looking for suggestions.How it would work:You run a number of trials on similar...
https://github.com/FlorianDietz/comgra
I'm a machine learning engineer and researcher. I got fed up with how difficult it is to understand why neural networks behave the way they do, so i wrote a library to help with it.Comgra (computation graph analysis) is a library you can use with pytorch to extract all the tensor data you care about and visualize it graphically in a browser.This allows for a much more detailed analysis of what...
I have built a platform that can solve data science problems for free, directly through the browser. Here is what it can already do: https://elody.com/tutorial/initial_features_data_science/.I’m writing to ask you for feedback, and to ask what kinds of features you think I should add next. You can request features and vote here: https://elody.com/tutorial/features_feedback/. I will prioritize...