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Model info #197

Merged
merged 37 commits into from
Aug 26, 2024
Merged

Model info #197

merged 37 commits into from
Aug 26, 2024

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jlwalke2
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Introduces ModelInfo classes for consistent inspection of various model types and replaces PyMAS with PZMM for score code generation.

jlwalke2 added 30 commits August 5, 2024 15:21
@jlwalke2
feat: re-added model info
303b371
@jlwalke2
style: replace 'is' with '==' to eliminate warnings
c7c143f
@jlwalke2
bug: allow binary file to be passed
41c46ea
@jlwalke2
feat: allow passing inline json
d5d6e39
@jlwalke2
feat: simple parsing of pytorch models
a24b903
@jlwalke2
chore: directly expose get_model_info()
72097a3
@jlwalke2
fix: handle case where scikit model output not provided
8228d02
@jlwalke2
fix: close zip file before reading bytes
3953dd2
@jlwalke2
feat: handle file-like or raw bytes
4b0016b
@jlwalke2
chore: use pzmm for open source models
b5c0e06
@jlwalke2
fix: do not print unless running in a notebook
acc128b
@jlwalke2
fix: remove hooks
816c0c2
@jlwalke2
feat: pass additional info when registering model
58d32f1
@jlwalke2
chore: misc cleanup
eaba956
@jlwalke2
feat: generate score code
5226d24
@jlwalke2
chore: misc cleanup
8a86c86
@jlwalke2
fix: skip for Viya 4+
3abd251
@jlwalke2
fix: ignore spaces in env var
0770141
@jlwalke2
fix: use sanitized model names in file names.
5f79aeb
@jlwalke2
fix: use instance methods & variables when manipulating model data
e74510a
@jlwalke2
fix: score code generation creates score() not predict()
7ced3f6
@jlwalke2
chore: remove obsolete code
7f7c900
@jlwalke2
fix: updated for instance methods
b312107
@jlwalke2
fix: new pandas behavior
5c0c903
@jlwalke2
feat: require dill
aa6482a
@jlwalke2
test: remove obsolete tests
8c87f9e
@jlwalke2
feat: reshape 3+d tensors
ce74c53
@jlwalke2
fix: update for tree-based models
793a1fe
@jlwalke2
fix: update for tree-based models
bedaadb
@jlwalke2
feat: use model_info. rename input to X.
48ec416
@jlwalke2 jlwalke2 marked this pull request as ready for review August 26, 2024 15:26
@jlwalke2 jlwalke2 requested a review from smlindauer August 26, 2024 15:26
@jlwalke2 jlwalke2 merged commit 0e9c278 into master Aug 26, 2024
20 of 21 checks passed
@jlwalke2 jlwalke2 deleted the model_info branch August 26, 2024 17:45
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@smlindauer smlindauer Awaiting requested review from smlindauer

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