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@dmlc/xgboost-committer Please add your items here by editing this post. Let's ensure that
- Each item has to be associated with a ticket
- Major design/refactoring are associated with a RFC before committing the code
- Blocking issue must be marked as blocking
- Breaking change must be marked as breaking
For other contributors who have no permission to edit the post, please comment here about what you think should be in 1.2.0.
- GPU port of Accelerated Failure Time objective for survival analysis (GPU implementation of AFT survival objective and metric #5714)
- Optimized JSON IO (Implement fast numeric printing routines. #5772).
- Callback function for device DMatrix (Use DMatrix Proxy for implementing data callback. #5629).
- Device DMatrix for dask interface ([FEA][Python] Multi-GPU training with
DeviceQuantileDMatrix
#5583, Dask device dmatrix #5901). - Integrate dask interface with Python asyncio. (dask async operation with XGBoost failed (with Rapids on GPU) #5639, [BLOCKING] [Dask] Asyncio support. #5862)
- Upgrade rabit. (Update rabit. #5680)
Blocking pull requests
- [BLOCKING] Remove to_string. #5934
- [BLOCKING] Handle empty rows in data iterators correctly #5929
- [BLOCKING] [jvm-packages] add gpu_hist and enable gpu scheduling #5171
- [BLOCKING] Thread-safe prediction by making the prediction cache thread-local. #5853
- [BLOCKING] [R] Add a compatibility layer to load Booster object from an old RDS file #5940
- [BLOCKING] [Dask] Asyncio support. #5862
- [Breaking] Fix custom metric for multi output. #5954
Breaking change:
- From now on R and Python custom evaluation metric will receive raw prediction. [Breaking] Fix custom metric for multi output. #5954
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