Blog - sbi

GSoC Week 1 & 2: Kickoff and Refactoring build_posterior method
GSOC

A summary of my first two weeks in Google Summer of Code 2025, contributing to the sbi project by refactoring the build_posterior method.

gsoc python open-source sbi inference

GSoC Week 3 & 4: Refactoring build_posterior and Improving Design
GSOC

A recap of weeks 3 and 4 of my Google Summer of Code 2025 journey with the sbi project, focused on API architecture improvements and design refactoring.

gsoc python open-source sbi refactoring api-design

GSoC Week 5 & 6: Posterior Refactoring and Design Improvements
GSOC

A recap of weeks 5 and 6 of my Google Summer of Code 2025 journey with the sbi project, focused on posterior refactoring, design discussions, and trainer consistency.

gsoc python open-source sbi refactoring api-design

GSoC Week 7 & 8: Posterior Parameters with Dataclasses and Validation
GSOC

A recap of weeks 7 and 8 of my Google Summer of Code 2025 journey with the sbi project, focused on introducing dataclasses for posterior parameters, adding field validations, and refining tests.

gsoc python open-source sbi dataclasses testing refactoring

GSoC Week 9 & 10: Deprecations, How-To Guides, and Plotting Refactors
GSOC

A recap of weeks 9 and 10 of my Google Summer of Code 2025 journey with the sbi project, focused on deprecation warnings, how-to documentation, and refactoring plotting utilities.

gsoc python open-source sbi refactoring documentation matplotlib

GSoC Week 11 & 12: Training Refactors, Protocols, and Documentation Updates
GSOC

A recap of weeks 11 and 12 of my Google Summer of Code 2025 journey with the sbi project, focused on refactoring training methods, introducing protocols, and improving documentation.

gsoc python open-source sbi refactoring documentation protocols

GSoC Week 1 & 2: Kickoff and Refactoring build_posterior method GSOC

GSoC Week 3 & 4: Refactoring build_posterior and Improving Design GSOC

GSoC Week 5 & 6: Posterior Refactoring and Design Improvements GSOC

GSoC Week 7 & 8: Posterior Parameters with Dataclasses and Validation GSOC