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[v3.2] load: constant categorical features of more than 100,000 distinct heavy sets take a bit per set, and beside them those whose bits are no larger than their chains, so that their models load at the default limits and fill faster
#50victor-ab opened Oct 29, 2026
8
[v3.1.1] predict: a tree counts at most its width class's rows of leaves in a chunk, so that trees of thousands of leaves share chunks and their passes fill the lanes
#49victor-ab opened Oct 29, 2026
8
[v3.1] changelog, experiments: the known gap of very large categorical features, and a public-data cell that reproduces it
#48victor-ab opened Oct 29, 2026
5
[v3.1] Release 3.1.0, with the changelog's measurements on seven Google Cloud CPU families and the README's build guidance
#43ukaratay opened Oct 25, 2026Collaborator
[v3.1] walk: on x86-64 the lanes step by the nodes' byte offsets and test a split on one flag, while AArch64 keeps node indices
#42ukaratay opened Oct 25, 2026Collaborator
[v3.1] config, load, rules: seven input fixes, each with a test that fails without it, and debug checks of three invariants
#41ukaratay opened Oct 25, 2026Collaborator
[v3.1] load: the standard library's idioms in the loader, one loader for model files, and Layout::build in two parts
#40ukaratay opened Oct 25, 2026Collaborator
[v3.1] masks, exact: a wide mask's one-run test counts its rows with count_ones, and the wide sums fold only when a full entry was added
#39ukaratay opened Oct 25, 2026Collaborator
[v3.1] precompute: the sweep sorts integer keys computed once and merges a column's few runs, after two cleanups of masked_group and prefix_starts
#38ukaratay opened Oct 25, 2026Collaborator
[v3.1] finish: the sigmoid computes its own e^-m, the same bits on every platform, and a call finalizes its outputs once
#37ukaratay opened Oct 25, 2026Collaborator
[v3.1] predict: default x86-64 builds run the kernel at the CPU's level, x86-64-v3 or x86-64-v4, chosen when a predictor is made
#36ukaratay opened Oct 25, 2026Collaborator
[v3.1] tests: the shared helpers and one SplitMix64 live once, in tests/common, with the same draws
#35ukaratay opened Oct 25, 2026Collaborator
[v3] tests by what the library promises, and the checks in 4 to 5 minutes
#32ukaratay opened Oct 16, 2026Collaborator
[v3] docs and Release 3.0.0
#30ukaratay opened Oct 16, 2026Collaborator
[v3] treewalker_exp, scripts: the kernel suite, the package split and typed, and the scripts linted
#29ukaratay opened Oct 16, 2026Collaborator
[v3] benchmarks: row order in file order, the driver split by stage, and memory around load
#28ukaratay opened Oct 16, 2026Collaborator
[v3] predict: x86-64 codegen, decided item by item on GCE
#27ukaratay opened Oct 16, 2026Collaborator
[v3] tests: production against an oracle on random models, the representation limits, recorded vectors and Miri
#26ukaratay opened Oct 16, 2026Collaborator
[v3] predict, research, legacy: switch the Predictor and the research API to the new kernel, and delete today's
#25ukaratay opened Oct 16, 2026Collaborator
[v3] predict: varying stops, resolve and the exact leaf pass, on every mask width
#24ukaratay opened Oct 16, 2026Collaborator
[v3] predict: the new kernel for single rows, and the precompute of varying masks from bins
#23ukaratay opened Oct 16, 2026Collaborator
[v3] load: tree order and prefix groups, the layout build and the mask plan, behind every Forest
#22ukaratay opened Oct 16, 2026Collaborator
[v3] rules: the machine probe, and the lanes, chunk budget and prefetch rules derived from it
#21ukaratay opened Oct 16, 2026Collaborator
[v3] load: decoders for Treelite's binary and JSON formats, and the validation of both
#20ukaratay opened Oct 16, 2026Collaborator
[v3] config, model, load: the 3.0 model's types, and each tree decoded once into the layout's own nodes
#19ukaratay opened Oct 16, 2026Collaborator

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