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@evilsocket evilsocket released this Oct 24, 2019 · 20 commits to master since this release

Fixes

  • 8f5c0ab fix: using model outputs to compute number of output classes
  • a5d7ede fix: typo when checking non flat files
  • 9654c03 fix: typo preventing the check of the validation set
  • b8a7da0 fix: added .idea folder to .gitignore
Assets 2

@evilsocket evilsocket released this Jun 17, 2019 · 29 commits to master since this release

New Features

  • categorical_crossentropy is now used as default metric (allows binary and multiclass)

Fixes

  • ergo serve can now read a json post request as input
Assets 2

@evilsocket evilsocket released this Jun 7, 2019 · 32 commits to master since this release

New Features

  • clustering algorithms run in parallel
  • show error when no clusters are adjusted
  • inertia analysis added for kmeans clustering
  • 3D projection of clustering and PCA analysis
  • number of clusters can be specified from as argument or infered from number of classes
  • explore now performs clustering analysis
  • --no-tests flag added to action to_fdeep
  • ergo serve will now autoload classes.json if available
  • unnormalized features are shown
  • ergo info now reports sklearn version
  • explore graphs and tables have individual options
  • table with stats for each feature added to ergo explore
  • feature correlation matrix added to ergo explore
  • pca explained variance chart
  • pca decomposition showed in ergo explore
  • explore action added
  • added calculation of correlation for each predictor with target
  • new noisy data label added to dbscan plots
  • new dbscan clustering algorithm added

Fixes

  • skipping repeated correlation fixed
  • typo in explore help menu
  • redundant action removed
  • test for pkl files when cheking existing datasets
  • fixed requirements.txt ergo -> ergo-ai
  • fixed an issue caused by newer sklearn.classification_report versions breaking backwards compatibility (fixes #5)
  • added seaborn to requirements.txt
  • better logs

Misc

  • Readme updated
  • Refactoring
Assets 2
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