PyPI recent updates for matching-pmh https://pypi.org/project/matching-pmh/ Recent updates to the Python Package Index for matching-pmh en 2.0.0 https://pypi.org/project/matching-pmh/2.0.0/ Perturbation Matching Hypothesis (PMH): estimate Sigma_task, matched PMH training, falsification controls — PyTorch, sklearn, HF. Thu, 21 May 2026 04:11:00 GMT 1.5.3 https://pypi.org/project/matching-pmh/1.5.3/ Domain-robust PyTorch and sklearn: train on site A, deploy on site B with the same labels. Wed, 20 May 2026 07:47:40 GMT 1.5.1 https://pypi.org/project/matching-pmh/1.5.1/ Domain-robust PyTorch and sklearn: train on site A, deploy on site B with the same labels. Wed, 20 May 2026 05:07:38 GMT 1.5.0 https://pypi.org/project/matching-pmh/1.5.0/ Domain-robust PyTorch and sklearn: train on site A, deploy on site B with the same labels. Wed, 20 May 2026 04:27:31 GMT 1.4.1 https://pypi.org/project/matching-pmh/1.4.1/ Matching Principle for ML: estimate deployment nuisance geometry (Sigma_task, D1-D7) and train any encoder with matched PMH on your representations Tue, 19 May 2026 20:19:07 GMT 1.3.0 https://pypi.org/project/matching-pmh/1.3.0/ Matching Principle for ML: estimate deployment nuisance geometry (Sigma_task, D1-D7) and train any encoder with matched PMH on your representations Tue, 19 May 2026 18:38:06 GMT 1.2.0 https://pypi.org/project/matching-pmh/1.2.0/ Architecture-agnostic matching principle: estimate Sigma_task (D1-D7) and train any encoder with matched PMH penalties Tue, 19 May 2026 14:58:00 GMT 0.8.0 https://pypi.org/project/matching-pmh/0.8.0/ Architecture-agnostic matching principle: estimate Sigma_task (D1-D7) and train any encoder with matched PMH penalties Tue, 19 May 2026 14:25:37 GMT 0.7.2 https://pypi.org/project/matching-pmh/0.7.2/ Architecture-agnostic matching principle: estimate Sigma_task (D1-D7) and train any encoder with matched PMH penalties Tue, 19 May 2026 14:22:47 GMT 0.7.1 https://pypi.org/project/matching-pmh/0.7.1/ Matching Principle for PyTorch: estimate Sigma_task (D1-D7), matched PMH on any encoder (ResNet, ViT, GNN, LLM) Tue, 19 May 2026 13:47:03 GMT 0.7.0 https://pypi.org/project/matching-pmh/0.7.0/ Architecture-agnostic matching principle: estimate Sigma_task (D1-D7) and train any encoder with matched PMH penalties Tue, 19 May 2026 13:43:49 GMT 0.6.0 https://pypi.org/project/matching-pmh/0.6.0/ Reference library for the matching principle: estimate Sigma_task (D1-D7) and matched PMH penalties Tue, 19 May 2026 11:39:52 GMT