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Unconditional Generation Status #124

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6 tasks

aldrodriguezca opened this issue Jun 26, 2021 · 1 comment

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aldrodriguezca commented Jun 26, 2021 •

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Interpretability - Pending tasks

Validate prototypes and criticisms module
Check (gravitational) clustering algorithm
Validate software metrics module
Validate errors module
Implement information theory module for mutual information (@danaderp): Mutual information calculated from tokens frequency, for models samples vs human sample sets.
Implement experiments notebooks

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danaderp commented Jul 9, 2021

Methodology for the happy path:
Model: Model-G 0.0.1

Train the model
Generate x samples
Compute Prototypes and Criticisms
Compute SE Metrics Euclidean Distances split by a given taxonomy
Implement Kolmogorov for Error Analysis
[David] Mutual Info Implementation

Task: Write down the procedures of each interpretability technique

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