Overview

8 Pull requests merged by3 people

• Implement ordinal recoder for the GPU predictor.

  #11347 mergedMar 22, 2025

• Use RMM's pached CCCL (3.0.x)

  #11354 mergedMar 20, 2025

• Use RMM's pached CCCL

  #11351 mergedMar 20, 2025

• [CI] Remove nccl RAS workaround.

  #11349 mergedMar 20, 2025

• Optimize for single page.

  #11339 mergedMar 19, 2025

• Update loky to 3.5.1.

  #11341 mergedMar 19, 2025

• [Doc] CUDA 12.0+ is now required

  #11344 mergedMar 19, 2025

• [EM] Fix page concatenation for validation dataset.

  #11338 mergedMar 17, 2025

5 Pull requests opened by3 people

• [jvm-packages] Bump spark version to 3.5.5 and spark-rapids to 25.02.1

  #11346 openedMar 18, 2025

• Simplify `winsock2` workarounds

  #11350 openedMar 20, 2025

• [jvm-packages] support columnar input for cpu pipeline

  #11352 openedMar 20, 2025

• Use RMM's patched CCCL (2.1.x)

  #11353 openedMar 20, 2025

• [R] Implement Booster reset.

  #11357 openedMar 22, 2025

1 Issue closed by1 person

• [EM] Make specialization for single batch cache.

  #11230 closedMar 19, 2025

3 Issues opened by3 people

• [CI] Migrate GPU workers to use openrm.

  #11356 openedMar 21, 2025

• [R] Memory leak when storing Booster objects in a list?

  #11355 openedMar 20, 2025

• glibc warning and install wheel

  #11348 openedMar 19, 2025

6 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• 3.0.0 Release Candidate.

  #11286 commented onMar 15, 2025 • 0 new comments

• Early stopping with gblinear doesn't save the best model for subsequent prediction

  #10893 commented onMar 18, 2025 • 0 new comments

• Known issues with NCCL.

  #11154 commented onMar 19, 2025 • 0 new comments

• Auto encoding for categorical data during inference.

  #11088 commented onMar 21, 2025 • 0 new comments

• [WIP] Use memory pool for pinned allocation.

  #10932 commented onMar 19, 2025 • 0 new comments

• Small cleanup for GPU lambda rank.

  #11342 commented onMar 22, 2025 • 0 new comments