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Minimal Policy Search Toolbox
reinforcement-learning mdp policy-gradient multi-objective-optimization pareto-front reps relative-entropy-policy-search
High-performance Rust metrics library — counters, gauges, timers, histograms, rate meters, labels with bounded cardinality, async/adaptive controls, system health, and built-in exporters for Prometheus, OpenMetrics, JSON, StatsD UDP, and OTLP/HTTP+JSON. Cross-platform, minimal deps.
rust benchmarking counter performance cross-platform asynchronous metrics timer lock-free profiling reps guage system-health
Relative entropy policy search (REPS) using neural networks in OpenAI Gym environments
High-performance embedded vector database for Rust. HNSW, IVF, and flat indexes with first-class metadata filtering. In-process, persistent, zero-network similarity search.
B+tree indexing primitive for Rust storage engines - ordered keys, range scans, and concurrent access over paged storage.
Error Forge is a flexible, high-performance Rust framework for rich, structured errors. Define typed errors with macros/derives, add contextual metadata & severities, wire sync/async hooks for logging/telemetry, and use recovery helpers (retry/fallback/backoff) that keep your code clean and resilient.
rust framework cross-platform asynchronous macros error-handling error error-recovery derive reps thread-safe custom-errors
Vector quantization (scalar, product, binary) for memory-efficient vector search - part of the iQDB family.
Write-ahead log primitive for Rust storage engines - durable, recoverable, lock-free.
An embedded, document-oriented database for Rust - schemaless documents, secondary indexes, and ACID single-file storage, with zero network and zero external services.
rust embedded bison database nosql document-database embedded-database document-store reps schemaless
MVCC transaction primitive for Rust databases - snapshot isolation, SSI, deadlock detection.
The JG Rust Collection. Libraries and tools built to REPS standards. High-performance, zero-cost abstractions, minimal allocations.
Do the important things daily, and increase incrementally over time.
Backend-agnostic Raft consensus as a pure state machine - bring your own network and storage.
Rust library for NOML (Nested Object Markup Language) - blazing-fast config parser with variable interpolation, imports, and schema validation.
LSM-tree storage engine library for Rust - memtable, WAL, SSTables, compaction, bloom filters.
IVF clustered nearest-neighbor index for very large vector datasets - part of the iQDB family.
Modular verification toolkit for AI-assisted Rust development. Umbrella crate with feature gates over the dev-* suite.
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