Release v21.06.00 · rapidsai/cuml

🚨 Breaking Changes

Remove Base.enable_rmm_pool method as it is no longer needed (#3875) @teju85
RF: Make experimental-backend default for regression tasks and deprecate old-backend. (#3872) @venkywonka
Deterministic UMAP with floating point rounding. (#3848) @trivialfis
Fix RF regression performance (#3845) @RAMitchell
Add feature to print forest shape in FIL upon importing (#3763) @levsnv
Remove 'seed' and 'output_type' deprecated features (#3739) @lowener

Disable UMAP deterministic test on CTK11.2 (#3942) @trivialfis
Revert #3869 (#3933) @hcho3
RF: fix the bug in pdf_to_cdf device function that causes hang when n_bins > TPB && n_bins % TPB != 0 (#3921) @venkywonka
Fix number of permutations in pytest and getting handle for cuml models (#3920) @dantegd
Fix typo in umap target_weight parameter (#3914) @lowener
correct compliation of cuml c library (#3908) @robertmaynard
Correct install path for include folder to avoid double nesting (#3901) @dantegd
Add type check for y in train_test_split (#3886) @Nanthini10
Fix for MNMG test_rf_classification_dask_fil_predict_proba (#3831) @lowener
Fix MNMG test test_rf_regression_dask_fil (#3830) @hcho3
AgglomerativeClustering support single cluster and ignore only zero distances from self-loops (#3824) @cjnolet

Pin dask ot 2021.5.1 for 21.06 release (#3937) @dantegd
Upgrade xgboost to 1.4.2 (#3925) @dantegd
Use UCX-Py 0.20 (#3911) @jakirkham
Upgrade NCCL to 2.9.9 (#3902) @dantegd
Update conda developer environments (#3898) @viclafargue
ARIMA: pre-allocation of temporary memory to reduce latencies (#3895) @Nyrio
Condense TSNE parameters into a struct (#3884) @lowener
Update CHANGELOG.md links for calver (#3883) @ajschmidt8
Make sure __init__ is called in graph callback. (#3881) @trivialfis
Update docs build script (#3877) @ajschmidt8
Remove Base.enable_rmm_pool method as it is no longer needed (#3875) @teju85
RF: Make experimental-backend default for regression tasks and deprecate old-backend. (#3872) @venkywonka
Enable probability output from RF binary classifier (alternative implementaton) (#3869) @hcho3
CI test speed improvement (#3851) @lowener
Fix RF regression performance (#3845) @RAMitchell
Update to CMake 3.20 features, rapids-cmake and CPM (#3844) @dantegd
Support sparse input features in QN solvers and Logistic Regression (#3827) @achirkin
Trustworthiness score improvements (#3826) @viclafargue
Performance optimization of RF split kernels by removing empty cycles (#3818) @vinaydes
Correct deprecate positional args decorator for CalVer (#3784) @lowener
ColumnTransformer & FunctionTransformer (#3745) @viclafargue
Remove 'seed' and 'output_type' deprecated features (#3739) @lowener