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Issues: microsoft/lightgbm-benchmark

23 Open 45 Closed
23 Open 45 Closed
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Issues list

Implement continuous training by allowing an (optional) input with a previously existing model enhancement New feature or request
#263 opened May 20, 2022 by jfomhover
1
issue ValueError exception when header=False and label_column is not an int enhancement New feature or request reliability-improvement
#262 opened May 20, 2022 by jfomhover
Package all LightGBM components for AzureML assets repo
#261 opened May 3, 2022 by jfomhover
1 of 4 tasks
6
Lightgbm threads can be further optimized.
#252 opened Mar 27, 2022 by ruizhuanguw
Add an alternative (automatic) way to add pipeline tags. enhancement New feature or request
#251 opened Mar 27, 2022 by ruizhuanguw
@ruizhuanguw
Ray tune has a peak memory of 6X data size. Need to improve enhancement New feature or request
#250 opened Mar 27, 2022 by ruizhuanguw
Provide an intro to the architecture of pipelines documentation Improvements or additions to documentation
#240 opened Feb 11, 2022 by jfomhover Self-Service
Document all the ways to specify input datasets (name, datastore, uuid) documentation Improvements or additions to documentation
#239 opened Feb 10, 2022 by jfomhover Self-Service
Rationalize the use of custom builds in AzureML environments (sdk2.0 ready?) enhancement New feature or request inferencing-benchmark training-benchmark
#218 opened Jan 18, 2022 by jfomhover AzureML sdk 2.0
Write specifications for all inferencing modules and align documentation Improvements or additions to documentation
#187 opened Dec 3, 2021 by jfomhover Self-Service
Add support for Lightgbm-transform (freeform2) enhancement New feature or request inferencing-benchmark training-benchmark
#186 opened Dec 2, 2021 by AliMahmoudzadeh Expansion
1
@AliMahmoudzadeh
Create documentation for each of the component documentation Improvements or additions to documentation
#170 opened Nov 22, 2021 by jfomhover Self-Service
Implement an LGBM->ONNX model conversion + inferencing good first issue Good for newcomers inferencing-benchmark
#147 opened Nov 5, 2021 by jfomhover Expansion
1
@majercakdavid
Implement percentile metrics for treelite enhancement New feature or request inferencing-benchmark
#140 opened Oct 29, 2021 by jfomhover Expansion
1
Write a sample component + pipeline + developer instructions to support small contrib projects documentation Improvements or additions to documentation
#129 opened Oct 27, 2021 by jfomhover Self-Service
2
1
Implement pre-processing and training on LETOR dataset enhancement New feature or request good first issue Good for newcomers training-benchmark
#128 opened Oct 27, 2021 by jfomhover Expansion
in lightgbm inferencing, instead of compiling .exe and using subprocess, build a dll with proper python/c integration enhancement New feature or request inferencing-benchmark
#121 opened Oct 25, 2021 by jfomhover Expansion
1
Sweep: what to do when lgbm metrics has multiple metrics? (ex "rmse,ndcg") documentation Improvements or additions to documentation enhancement New feature or request
#113 opened Oct 11, 2021 by jfomhover Self-Service
1
Add/linking to configuration notebook for reference documentation Improvements or additions to documentation enhancement New feature or request
#107 opened Oct 7, 2021 by ruizhuanguw Self-Service
Partitioning: implement multiple partitioning methods enhancement New feature or request
#64 opened Sep 15, 2021 by jfomhover
1
Allow node postfix in addition to/instead of prefix for metrics enhancement New feature or request
#63 opened Sep 15, 2021 by ulfk-ms
Treelite Inferencing throws std::bad_alloc runtime error with large datasets bug Something isn't working inferencing-benchmark
#48 opened Sep 10, 2021 by ulfk-ms
Implement common data loader to support csv/libsvm in all inferencing bug Something isn't working inferencing-benchmark
#28 opened Aug 27, 2021 by jfomhover Expansion
1
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