10 Pull requests merged by 2 people

• Add checks for invalid inputs for cv.

  #11255 merged Feb 19, 2025

• [doc] Update the iterator demo.

  #11222 merged Feb 19, 2025

• [EM] Update demos for new dependencies.

  #11234 merged Feb 19, 2025

• [R] Restric threads in DMatrix creation from examples and tests

  #11259 merged Feb 19, 2025

• Remove the use of deprecated functions.

  #11244 merged Feb 19, 2025

• Use https link for R document check.

  #11257 merged Feb 16, 2025

• [R] Allow controlling strict mode through environment variable

  #11254 merged Feb 13, 2025

• [doc] Update changelog for 2.1.4 [skip ci]

  #11241 merged Feb 13, 2025

• [jvm-packages] Expose the global configuration.

  #11238 merged Feb 13, 2025

• Fix prediction perf with sparse QDM.

  #11250 merged Feb 13, 2025

5 Pull requests opened by 2 people

• [doc] Mention HPO frameworks in tuning doc.

  #11253 opened Feb 13, 2025

• [DASK] Avoid persisting intermediate result

  #11258 opened Feb 14, 2025

• [R] Check invalid input for the cv function.

  #11264 opened Feb 19, 2025

• [doc] Brief note for serialization.

  #11265 opened Feb 19, 2025

• [doc] Mention the integer type for some parameters.

  #11266 opened Feb 19, 2025

33 Issues closed by 3 people

• ValueError: could not convert string to float

  #11013 closed Feb 19, 2025

• Incompatibility Between QuantileDMatrix and xgboost.cv Function

  #11185 closed Feb 19, 2025

• How to use a data structure that supports GPU in R?

  #11263 closed Feb 19, 2025

• 1.7.8 binaries with GPU support (R package)

  #11229 closed Feb 17, 2025

• Expose Ports in XGBoost

  #9061 closed Feb 14, 2025

• R Package Vignette Contradictions

  #8308 closed Feb 14, 2025

• Broken links for 'Edit on GitHub' on docs under `demo`

  #10284 closed Feb 14, 2025

• Feature Request: add timeout parameter to the .fit() method

  #10684 closed Feb 14, 2025

• KeyError: "None of [Int64Index([1, 1, 1, 1, 1, 1, 1, 1, 1, 1,\n ...\n 0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n dtype='int64', length=163)] are in the [columns]"

  #10053 closed Feb 14, 2025

• Question: XGBClassifier fails when target labels are non-zero-based

  #11228 closed Feb 14, 2025

• Invalid classes inferred from unique values of `y`.

  #10078 closed Feb 14, 2025

• Booster slicing doesn't take all valid increasing sequences

  #9944 closed Feb 14, 2025

• Add custom logger

  #9429 closed Feb 14, 2025

• GPU out of memory using external memory.

  #9366 closed Feb 14, 2025

• change in R 4.2 disallows a comparison used in xgboost()

  #9105 closed Feb 14, 2025

• [jvm-packages] XGBoost corrupted the jvm memroy

  #8290 closed Feb 14, 2025

• Values from `xgb.config` are incorrect for models loaded with `xgb.load.raw`

  #7179 closed Feb 14, 2025

• [jvm-packages] Performance differ XGBoost4j prediction in windows and linux?

  #4562 closed Feb 14, 2025

• Predict using GPU in R package

  #11251 closed Feb 13, 2025

• Issue with count:poisson and larger target

  #10486 closed Feb 13, 2025

• Document is not clear on 'topk' and 'mean' for lambdarank_pair_method for lambda rank pair construction

  #10991 closed Feb 13, 2025

• Segmentation fault when trying to get feature importance of multilabel binary classifier

  #10686 closed Feb 13, 2025

• Conflict with a CUDA-11 PyTorch installation

  #10729 closed Feb 13, 2025

• stuck at "foreachPartition at XGBoost.scala:565"

  #10795 closed Feb 13, 2025

• multiclassification using mlogloss objective function

  #10832 closed Feb 13, 2025

• No Multi GPU use in R

  #11237 closed Feb 13, 2025

• CUDA virtual memory management with HOST NUMA might require special system capabilities.

  #10933 closed Feb 13, 2025

• Bug in `objective = "reg:pseudohubererror"` and `xgb.plot.tree()`

  #10988 closed Feb 13, 2025

• R package changelog

  #11195 closed Feb 13, 2025

• [jvm-packages] xgboost 2.0 fails to run with spark

  #9603 closed Feb 13, 2025

• xgboost 2.0.3 pip package clashes with grpc package

  #10553 closed Feb 13, 2025

• Protobuf error.

  #11017 closed Feb 13, 2025

• Sparse column iter is extremely slow.

  #11247 closed Feb 13, 2025

5 Issues opened by 4 people

• model.save_raw("json") fails to capture the metrics metadata

  #11262 opened Feb 18, 2025

• How to set delta_metric to identity in pairwise objective

  #11261 opened Feb 17, 2025

• Invalid Parameter when passing `max_bin` over `2147483648`

  #11260 opened Feb 17, 2025

• Reenable the support for label encoder.

  #11256 opened Feb 14, 2025

• Improving online document build process.

  #11252 opened Feb 13, 2025

16 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.

• Check for invalid cuDF input.

  #11248 commented on Feb 19, 2025 • 4 new comments

• [jvm-packages] Supports external memory

  #11186 commented on Feb 19, 2025 • 1 new comment

• question: Understanding the relationship between `get_split_value_histogram` and `trees_to_dataframe`

  #11220 commented on Feb 13, 2025 • 0 new comments

• gblinear predictions do not match manual predictions with multi-output

  #11183 commented on Feb 13, 2025 • 0 new comments

• Example of using the XGBoost CV with custom function (Python)

  #10838 commented on Feb 13, 2025 • 0 new comments

• [jvm-packages] return the best model after early stop

  #10816 commented on Feb 13, 2025 • 0 new comments

• Auto encoding for categorical data during inference.

  #11088 commented on Feb 13, 2025 • 0 new comments

• XGBoost `Booster` Ignores `device=cpu` When Loading Model from GPU Training

  #11199 commented on Feb 13, 2025 • 0 new comments

• Performance regression in fit method with evaluation sets

  #10793 commented on Feb 13, 2025 • 0 new comments

• [doc] Jvm package API reference are missing?

  #11239 commented on Feb 14, 2025 • 0 new comments

• Segmentation fault during xgb.cv regardless of data size

  #9369 commented on Feb 14, 2025 • 0 new comments

• [R] [QUESTION] I can't reproduce `xgb.cv()` with same specifications and seeds.

  #10732 commented on Feb 14, 2025 • 0 new comments

• [CI] Set up pre-commit hook to automatically check formatting

  #8694 commented on Feb 14, 2025 • 0 new comments

• Proposal for new R interface (discussion thread)

  #9734 commented on Feb 17, 2025 • 0 new comments

• 3.0 release tracking issue.

  #11249 commented on Feb 19, 2025 • 0 new comments

• Optimization of PushRowPage for high number of cpu cores

  #11182 commented on Feb 18, 2025 • 0 new comments