v0.0.22

What's Changed

• Skip components that are not present in reflective dataset instead of raising KeyError failure by @heyalexchoi in #76

New Contributors

• @heyalexchoi made their first contribution in #76

Full Changelog: v0.0.21...v0.0.22

v0.0.21

What's Changed

• Add logging option for individual valset scores by @LakshyAAAgrawal in #131

Full Changelog: v0.0.20...v0.0.21

v0.0.20

What's Changed

• Enhance types by @mwildehahn in #93
• Update README with new GEPA projects and articles by @LakshyAAAgrawal in #129
• Remove 'stubPath' from pyrightconfig.json by @LakshyAAAgrawal in #130

New Contributors

• @mwildehahn made their first contribution in #93

Full Changelog: v0.0.19...v0.0.20

v0.0.19

What's Changed

• Dynamic Validation in GEPAState by @aria42 in #100
• Allowing custom batch_sampler by @CrisRodriguez in #119
• epsilon greedy candidate selector by @vacmar01 in #109
• Add batch_completion_kwargs by @LakshyAAAgrawal in #127

New Contributors

• @aria42 made their first contribution in #100
• @CrisRodriguez made their first contribution in #119
• @vacmar01 made their first contribution in #109

Full Changelog: v0.0.18...v0.0.19

v0.0.18

What's Changed

• Mock wandb and mlflow instead of testing storage by @TomeHirata in #89
• Update README.md by @LakshyAAAgrawal in #90
• Fix parsing for ``` blocks with language in InstructionProposalSignature by @CDBiddulph in #99
• Fix reflective proposer stalling by consuming metric budget on trace failures by @fgn in #98
• Highlight GEPA Usecases by @LakshyAAAgrawal in #102
• Use cloudpickle if available. by @EthanAtLL in #94
• Add new references to README.md by @LakshyAAAgrawal in #106
• Potential fix for code scanning alert no. 3: Workflow does not contain permissions by @LakshyAAAgrawal in #107
• Add MLflow prompt optimization using GEPA on README by @TomeHirata in #120
• Reuse MLflow active run if exist by @TomeHirata in #118
• Add reflection_prompt_template parameter to optimize function by @CDBiddulph in #91
• Make sure all files are formatted by @fgn in #110
• Update README.md by @LakshyAAAgrawalP in #123

New Contributors

• @fgn made their first contribution in #98
• @EthanAtLL made their first contribution in #94

Full Changelog: v0.0.17...v0.0.18

v0.0.17

What's Changed

• Add reference to ATLAS+GEPA for incident diagnosis by @LakshyAAAgrawal in #84
• Add new GEPA-related resources to README by @LakshyAAAgrawal in #88
• fix: gepa state initialization from run_dir by @enitrat in #86

New Contributors

• @enitrat made their first contribution in #86

Full Changelog: v0.0.16...v0.0.17

v0.0.16

Full Changelog: v0.0.15...v0.0.16

v0.0.15-alpha.1

What's Changed

• Add link for 100% accuracy using GEPA on clock-hands problem by @LakshyAAAgrawal in #78
• Update README.md by @LakshyAAAgrawalP in #82
• Bug Fix: copy base valset eval output as pareto front by @aobo-y in #81
• Improve logging for subsample scores in GEPA engine by @CDBiddulph in #83

New Contributors

• @LakshyAAAgrawalP made their first contribution in #82
• @aobo-y made their first contribution in #81
• @CDBiddulph made their first contribution in #83

Full Changelog: v0.0.14...v0.0.15-alpha.1

v0.0.15

What's Changed

• Add link for 100% accuracy using GEPA on clock-hands problem by @LakshyAAAgrawal in #78
• Update README.md by @LakshyAAAgrawalP in #82
• Bug Fix: copy base valset eval output as pareto front by @aobo-y in #81
• Improve logging for subsample scores in GEPA engine by @CDBiddulph in #83

New Contributors

• @LakshyAAAgrawalP made their first contribution in #82
• @aobo-y made their first contribution in #81
• @CDBiddulph made their first contribution in #83

Full Changelog: v0.0.14...v0.0.15

v0.0.14

What's Changed

• Add max candidates stopper by @LakshyAAAgrawal in #77

Full Changelog: v0.0.13...v0.0.14