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github.com/mozilla/PRESC

Performance Robustness Evaluation for Statistical Classifiers
https://github.com/mozilla/PRESC

Add TF to the env

dzeber opened this pull request almost 2 years ago
Fix CI failure

dzeber opened this pull request almost 2 years ago
Rotate docs CI key

whd opened this pull request almost 2 years ago
REUSE Compliance

NSfsfe opened this pull request about 2 years ago
ML Classifier Copies VAE sampler example

alberginia opened this pull request about 2 years ago
ML Classifier Copies Autoencoder

alberginia opened this pull request about 2 years ago
ML Classifier Copies Testbed

alberginia opened this pull request over 2 years ago
ML Classifier Copies Tutorial

alberginia opened this pull request over 2 years ago
Additional comments for #290

dzeber opened this issue over 2 years ago
Best practices document

alberginia opened this pull request over 2 years ago
Additional comments for #289

dzeber opened this issue over 2 years ago
Online ML classifier copies and continuous synthetic data streams

alberginia opened this pull request over 2 years ago
User examples

alberginia opened this pull request over 2 years ago
Balanced copies for imbalanced problems

alberginia opened this pull request over 2 years ago
Copies with categorical data

alberginia opened this pull request almost 3 years ago
Update environment

dzeber opened this pull request almost 3 years ago
Copy metrics

alberginia opened this pull request almost 3 years ago
ML Classifier Copying package release (2 nits)

alberginia opened this pull request almost 3 years ago
Add PRESC logo to documentation

alberginia opened this pull request almost 3 years ago
Merge model copying branch into master

dzeber opened this pull request almost 3 years ago
ML Classifier Copying package release

alberginia opened this pull request about 3 years ago
Add multiple docstrings and tests for the ML copying package

alberginia opened this pull request over 3 years ago
Add function to generate multiclass gaussian distribution datasets.

alberginia opened this pull request over 3 years ago
Copies pipeline integration

alberginia opened this pull request over 3 years ago
Update Dataset model to accept pre split train/test

gleonard-m opened this issue over 3 years ago
Update repo docs

dzeber opened this pull request over 3 years ago
Install jupyter-book with conda to fix dependency issue

dzeber opened this pull request over 3 years ago
Add Empirical Fidelity Error (original and synthetic dataset) of the copy

alberginia opened this pull request over 3 years ago
Implementation/refactoring of cross-validation fold exploration

dzeber opened this issue over 3 years ago
SVC copies using blob or moon datasets with three different samplings

alberginia opened this pull request over 3 years ago
First outline of the copying process.

alberginia opened this pull request over 3 years ago
Closes #243: Refactor train test splits

dzeber opened this pull request almost 4 years ago
Closes #242: Refactor spatial distrib

dzeber opened this pull request almost 4 years ago
Reformat docstrings (Issue #247)

gleonard-m opened this pull request almost 4 years ago
Closes #258: Added user specified metrics

gleonard-m opened this pull request almost 4 years ago
Closes #262: Allow for package-wide config defaults

dzeber opened this pull request almost 4 years ago
Closes #263: Expands and implements config options

dzeber opened this pull request almost 4 years ago
Closes #239 Adding content to automatic doc generation

gleonard-m opened this pull request almost 4 years ago
Organize & expand config options

dzeber opened this issue almost 4 years ago
Package-wide config

dzeber opened this issue almost 4 years ago
Updates to online documentation

gleonard-m opened this pull request almost 4 years ago
Closes #239 Automatic documentation

gleonard-m opened this pull request almost 4 years ago
Improvements to report execution

dzeber opened this pull request almost 4 years ago
Allow user-specified metric to be used with conditional metrics

dzeber opened this issue almost 4 years ago
Exploration: novelty

dzeber opened this issue almost 4 years ago
Exploration: label flipping

dzeber opened this issue almost 4 years ago
Exploration: entropy-based splitting

dzeber opened this issue almost 4 years ago
Exploration: feature-based splitting

dzeber opened this issue almost 4 years ago
Exploration: class fit

dzeber opened this issue almost 4 years ago
Exploration: spatial distributions

dzeber opened this issue almost 4 years ago
Exploration: counterfactual accuracy

dzeber opened this issue almost 4 years ago
Exploration: conditional feature distributions

dzeber opened this issue almost 4 years ago
Exploration: conditional metrics

dzeber opened this issue almost 4 years ago
Add error handling & validation with user-facing messages

dzeber opened this issue almost 4 years ago
Improve documentation

dzeber opened this issue almost 4 years ago
Convert the notebooks to MyST format

dzeber opened this issue almost 4 years ago
Closes #238 Add config file for management of config option

gleonard-m opened this pull request almost 4 years ago
Add test coverage for new code

dzeber opened this issue almost 4 years ago
Refactor the training stability evaluations

dzeber opened this issue almost 4 years ago
Refactor the spatial distribution evaluation

dzeber opened this issue almost 4 years ago
Add a unified entrypoint to run the report

dzeber opened this issue almost 4 years ago
Rework evaluation visualizations

dzeber opened this issue almost 4 years ago
Set up automatic API documentation

dzeber opened this issue almost 4 years ago
Management for config options

dzeber opened this issue almost 4 years ago
Refactor evaluations and report

dzeber opened this pull request almost 4 years ago
Pull request with the report

jdiego-miyashiro opened this pull request about 4 years ago
PR extension to numerical data

jdiego-miyashiro opened this pull request about 4 years ago
PR for testing

jdiego-miyashiro opened this pull request about 4 years ago
Prototyping for novelty

dzeber opened this issue over 4 years ago
Implementation for novelty

dzeber opened this issue over 4 years ago
Prototyping for label flipping

dzeber opened this issue over 4 years ago
Implementation for label flipping

dzeber opened this issue over 4 years ago
Work out implementation details for label flipping

dzeber opened this issue over 4 years ago
Prototyping for entropy-based splitting

dzeber opened this issue over 4 years ago
Implementation of entropy-based splitting

dzeber opened this issue over 4 years ago
Work out implementation details for entropy-based splitting

dzeber opened this issue over 4 years ago
Prototyping for feature-based splitting

dzeber opened this issue over 4 years ago
Implementation for feature-based splitting

dzeber opened this issue over 4 years ago
Curate a collection of dataset/model pairs

dzeber opened this issue over 4 years ago
Test/example case wrapper API

dzeber opened this issue over 4 years ago
Replace dataset files with reproducible code

dzeber opened this issue over 4 years ago
Add more datasets to the repo

dzeber opened this issue over 4 years ago
Investigate baseline for spatial distributions

dzeber opened this issue over 4 years ago
Prototyping for spatial distributions

dzeber opened this issue over 4 years ago
Implementation for spatial distributions

dzeber opened this issue over 4 years ago
Investigate baseline for class fit

dzeber opened this issue over 4 years ago
Prototyping for class fit

dzeber opened this issue over 4 years ago
Implementation for class fit metric

dzeber opened this issue over 4 years ago
Implementation of statistical distance measures

dzeber opened this issue over 4 years ago
Prototyping for counterfactual accuracy

dzeber opened this issue over 4 years ago
Implementation for counterfactual accuracy

dzeber opened this issue over 4 years ago
Work out implementation details for counterfactual accuracy

dzeber opened this issue over 4 years ago
Prototyping for conditional feature distributions

dzeber opened this issue over 4 years ago
Implementation for conditional feature distributions

dzeber opened this issue over 4 years ago
Investigate baselines for conditional metrics assessment

dzeber opened this issue over 4 years ago
Test out a calibration plot using the conditional metrics tool

dzeber opened this issue over 4 years ago
Prototyping for conditional metrics

dzeber opened this issue over 4 years ago
Refactor feature binning logic to separate utility function

dzeber opened this issue over 4 years ago
Implementation for conditional metrics

dzeber opened this issue over 4 years ago