0.2.2

What's Changed

This release changes the default behavior of the number of iterations chosen for the FWECorrector, we reduced the default number of montecarlo simulations from 10,000 to 5,000 as this allows for a more manageable runtime with limited impact on the stability of the results.

🎉 Exciting New Features

• Add advanced plots to IBMA report by @JulioAPeraza in #864

🐛 Bug Fixes

• Fix ridgeline plot in IBMA report by @JulioAPeraza in #863
• [FIX] tqdm not displaying on notebooks by @jdkent in #878
• [FIX] fwe docstrings by @jdkent in #868

Other Changes

• Clarify FWECorrector arguments by @adelavega in #865
• [MAINT] limit version of nilearn to 0.10.2 by @jdkent in #877
• [MAINT] use updated black by @jdkent in #876

Full Changelog: 0.2.1...0.2.2

0.2.2rc3

What's Changed

Other Changes

• [FIX] tqdm not displaying on notebooks by @jdkent in #878

Full Changelog: 0.2.2rc2...0.2.2rc3

0.2.2rc2

What's Changed

Other Changes

• [MAINT] limit version of nilearn to 0.10.2 by @jdkent in #877
• [MAINT] use updated black by @jdkent in #876

Full Changelog: 0.2.2rc1...0.2.2rc2

0.2.2rc1

What's Changed

🎉 Exciting New Features

• Add advanced plots to IBMA report by @JulioAPeraza in #864

🐛 Bug Fixes

• Fix ridgeline plot in IBMA report by @JulioAPeraza in #863

Other Changes

• Clarify FWECorrector arguments by @adelavega in #865
• [FIX] fwe docstrings by @jdkent in #868

Full Changelog: 0.2.1...0.2.2rc1

0.2.1

What's Changed

🎉 Exciting New Features

• Implement caching for Estimators and Transformers by @JulioAPeraza in #845
• Add similarity correlation matrix figure to IBMA reports by @JulioAPeraza in #852
• Support liberal mask in IBMA estimators by @JulioAPeraza in #848
• Add DoF map to IBMA report by @JulioAPeraza in #854

👎 Deprecations

• Deprecate ale_sleuth_workflow in favor of CBMAWorkflow and PairwiseCBMAWorkflow by @JulioAPeraza in #851

Enhancements

• Optimize compute_kda_ma for memory and speed by @adelavega in #857 🚀

Fixes

• [FIX] do not check id columns for image extensions by @jdkent in #860
• [FIX] bump min numpy/seaborn versions by @jdkent in #861

Other Changes

• Disable computation of probabilities by default for MKDAChi2 by @adelavega in #856

Full Changelog: 0.2.0...0.2.1

0.2.1rc2

What's Changed

Other Changes

• [FIX] bump min numpy/seaborn versions by @jdkent in #861

Full Changelog: 0.2.1rc1...0.2.1rc2

0.2.1rc1

What's Changed

🎉 Exciting New Features

• Implement caching for Estimators and Transformers by @JulioAPeraza in #845
• Add similarity correlation matrix figure to IBMA reports by @JulioAPeraza in #852
• Support liberal mask in IBMA estimators by @JulioAPeraza in #848
• Add DoF map to IBMA report by @JulioAPeraza in #854

👎 Deprecations

• Deprecate ale_sleuth_workflow in favor of CBMAWorkflow and PairwiseCBMAWorkflow by @JulioAPeraza in #851

Other Changes

• Disable computation of probabilities by default for MKDAChi2 by @adelavega in #856
• Optimize compute_kda_ma for memory and speed by @adelavega in #857
• [FIX] do not check id columns for image extensions by @jdkent in #860

Full Changelog: 0.2.0...0.2.1rc1

0.2.0

What's Changed

🎉 Exciting New Features

• Add Workflow and CBMAWorkflow classes. Support pairwise CBMA workflows by @JulioAPeraza in #809
• Remove resample argument from IBMA estimators by @JulioAPeraza in #823
• Add IBMAWorkflow by @JulioAPeraza in #817
• Make torch optional by @JulioAPeraza in #836
• Add Conjunction Analysis Workflow by @JulioAPeraza in #841

🐛 Bug Fixes

• Fix the aspect ratio and size of the heatmap in Reports by @JulioAPeraza in #815
• Addresses new RTD configuration file requirements by @JulioAPeraza in #829
• Fix compatibility of ImageTransformer with Pandas 2.1.2 by @JulioAPeraza in #843
• [FIX] handle index errors by @jdkent in #839
• [FIX] regular expression for no moderators by @jdkent in #821
• Fix the NeuroLibre badge by @tsalo in #824
• [FIX] handle null values in metadata by @jdkent in #831

Other Changes

• Add badges and citations for Aperture Neuro article by @tsalo in #834
• Remove pytorch warning message by @yifan0330 in #828

Full Changelog: 0.1.1...0.2.0

0.2.0rc3

What's Changed

🎉 Exciting New Features

• Remove resample argument from IBMA estimators by @JulioAPeraza in #823
• Add IBMAWorkflow by @JulioAPeraza in #817
• Make torch optional by @JulioAPeraza in #836

🐛 Bug Fixes

• Addresses new RTD configuration file requirements by @JulioAPeraza in #829

Other Changes

• Fix the NeuroLibre badge by @tsalo in #824
• [FIX] handle null values in metadata by @jdkent in #831
• Add badges and citations for Aperture Neuro article by @tsalo in #834
• Remove pytorch warning message by @yifan0330 in #828
• [FIX] handle index errors by @jdkent in #839

Full Changelog: 0.2.0rc2...0.2.0rc3

0.2.0rc2

What's Changed

Other Changes

• [FIX] regular expression for no moderators by @jdkent in #821

Full Changelog: 0.2.0rc1...0.2.0rc2