a rust library for efficient histogram approximations
Streaming histogram + percentile estimator for LLM call latencies. Fixed log-scale buckets, O(1) record, p50/p90/p95/p99 in microseconds. Zero deps.
Implementation of streaming histogram
rustgym solutions
Online histogram statistics calculations
LLM provider clients (MiniMax, OpenAI-compat, Anthropic, Gemini) with rate limiter and tool registry.
Model quantization for the Axonml ML framework
Core types, training engine, and inference for irithyll streaming ML — no_std + alloc, histogram binning, Hoeffding trees, SGBT ensembles, drift detection, f32 + int16 packed formats
Scene/shot cut detection ported from PySceneDetect — Sans-I/O streaming API with SIMD-accelerated detectors for histogram, pHash, threshold, content, and adaptive algorithms.
Pure-Rust JPEG XL (JXL) codec — RETIRED 2026-05-08 pending strict-isolation cleanroom workspace; current state ships round-1..3 ANS + headers + LfGlobal + GlobalModular wiring only. Rounds 7-11 + encoder rounds 1-6 retired with the libjxl-trace-reverse-engineering.md docs retirement of 2026-05-06.
OxiCUDA Primitives - CUB-equivalent parallel GPU primitives (radix sort, scan, reduce, select, histogram)
Useful semigroup trait