This repository was archived by the owner on Apr 8, 2024. It is now read-only.

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This repository was archived by the owner on Apr 8, 2024. It is now read-only.

Issues

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