0.0.11

This release continues fixes and improvements we've made for the NiMARE manuscript. Additionally, we are starting to dramatically refactor how NiMARE stores meta-analytic data, with the end goals of (1) synchronizing NiMARE data storage with the NIMADS standard, (2) internally representing data and results in a manner that is compatible with NeuroStore, and (3) implementing a meta-analysis model specification that can be employed with both NiMARE and Neurosynth 2.0.

What's Changed

🛠 Breaking Changes

• Replace Nilearn templates with ones stored in resources folder and unset maximum Nilearn version by @tsalo in #621
• Implement cluster mass-based cluster-level Monte Carlo correction for CBMA algorithms by @tsalo in #609
• Use scikit-learn for LDAModel by @tsalo in #607

🎉 Exciting New Features

• New diagnostics module, with post-meta-analysis Jackknife method by @tsalo in #592

👎 Deprecations

• Flag peaks2maps for removal in 0.0.13/0.1.0 by @tsalo in #616

🐛 Bug Fixes

• Only download group maps when creating dataset and raise error if no images are found for a contrast by @jdkent in #580
• Force maskers to be array images instead of proxy images by @tsalo in #588

Other Changes

• Add test steps and explicit support for Python 3.9 by @JulioAPeraza in #578
• Add major classes/functions to parent namespaces by @tsalo in #600
• Make non-user-facing utility functions semi-private and improve docs by @tsalo in #604
• Move files used by examples from tests to resources by @tsalo in #605
• Improve documentation of CBMA and add methods pages by @tsalo in #610
• Use tmpdir for memmap files instead of the NiMARE data directory by @tsalo in #599

Full Changelog: 0.0.10...0.0.11