[NIGHTLY] v24.12.00

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🚨 Breaking Changes

• Forward merge Branch 24.10 into 24.12 (#6106) @divyegala

🐛 Bug Fixes

• Correctly handle missing categorical data in experimental FIL (#6132) @wphicks
• Put a ceiling on cuda-python (#6131) @bdice
• Don't presume pointers are mutually exclusive for device/host. (#6128) @robertmaynard
• cuml SINGLEGPU now tells cuvs to not build with nccl/mg support (#6127) @robertmaynard
• Remove type from pickle header for CumlArray (#6120) @wphicks
• Forward merge Branch 24.10 into 24.12 (#6106) @divyegala
• Fix Dask estimators serialization prior to training (#6065) @viclafargue

🚀 New Features

• Enable HDBSCAN gpu training and cpu inference (#6108) @divyegala

🛠️ Improvements

• enforce wheel size limits, README formatting in CI (#6136) @jameslamb
• add telemetry (#6126) @msarahan
• Make cuVS optional if CUML_ALGORITHMS is set (#6125) @hcho3
• devcontainer: replace VAULT_HOST with AWS_ROLE_ARN (#6118) @jjacobelli
• print sccache stats in builds (#6111) @jameslamb
• fix version in Doxygen docs (#6104) @jameslamb
• make conda installs in CI stricter (#6103) @jameslamb
• Make get_param_names a class method on single GPU estimators to match Scikit-learn closer (#6101) @dantegd
• Prune workflows based on changed files (#6094) @KyleFromNVIDIA
• Update all rmm imports to use pylibrmm/librmm (#6084) @Matt711
• Merge branch 24.10 into branch 24.12 (#6083) @jameslamb