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Add source generator to generate search space class for all trainers/transformers #6090
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LittleLittleCloud
merged 10 commits into
dotnet:main
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LittleLittleCloud:u/xiaoyun/addSearchSpaceJson
Mar 2, 2022
Merged
Add source generator to generate search space class for all trainers/transformers #6090
LittleLittleCloud
merged 10 commits into
dotnet:main
from
LittleLittleCloud:u/xiaoyun/addSearchSpaceJson
Mar 2, 2022
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LittleLittleCloud
added
the
AutoML.NET
Automating various steps of the machine learning process
label
Feb 16, 2022
LittleLittleCloud
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Add source generator to generate search space class for all trainers
Add source generator to generate search space class for all trainers/transformers
Feb 16, 2022
Codecov Report
@@ Coverage Diff @@
## main #6090 +/- ##
==========================================
- Coverage 68.63% 68.28% -0.36%
==========================================
Files 1165 1089 -76
Lines 246498 241401 -5097
Branches 25703 25145 -558
==========================================
- Hits 169188 164834 -4354
+ Misses 70596 70019 -577
+ Partials 6714 6548 -166
Flags with carried forward coverage won't be shown. Click here to find out more. |
tools-local/Microsoft.ML.AutoML.SourceGenerator/Microsoft.ML.AutoML.SourceGenerator.csproj
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tools-local/Microsoft.ML.AutoML.SourceGenerator/SearchSpaceGenerator.cs
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michaelgsharp
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Mar 2, 2022
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Fixes #nnnn
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This PR adds a source generator that generates
SearchSpace
classes for all estimators used in AutoML.Net and associated search space configurations which is in Json format.The generated
SearchSpace
class looks like this (following is SearchSpace for LGBM)