Minimal Policy Search Toolbox

Contextual Relative Entropy Policy Search for Reinforcement Learning in Python

Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.

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.

Relative entropy policy search (REPS) using neural networks in OpenAI Gym environments

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.

Do the important things daily, and increase incrementally over time.

The JG Rust Collection. Libraries and tools built to REPS standards. High-performance, zero-cost abstractions, minimal allocations.

Rust library for NOML (Nested Object Markup Language) - blazing-fast config parser with variable interpolation, imports, and schema validation.

Week 1 Javascript homework using arrays and objects with mocha/chai tests [js, basics, intro, arrays, objects, fundamentals, tests, mocha]

Vector quantization (scalar, product, binary) for memory-efficient vector search - part of the iQDB family.

Multi-format configuration library for Rust — one API for TOML, JSON, INI, XML, HCL, NOML, Java Properties, and CONF. Hot reload, schema validation, environment variable overrides, audit logging, and lock-free cached reads. Cross-platform; built for production servers, databases, and long-running services.

Monotonic and wall-clock time readings for Rust, with a mockable clock for deterministic testing. Simple Tier-1 API, zero dependencies, no unsafe. REPS-compliant.

A lacrosse wallball counter that uses the Phones camera

Binary frame codec and protocol codec toolkit. Length-prefixed, delimiter-based, and custom framing strategies. Built-in varint, zigzag, bitfield, and packed struct encoding. Runtime-agnostic.

Probabilistic data structure library: Bloom filters, Cuckoo filters, Count-Min Sketch, HyperLogLog, MinHash, and Top-K. Tunable false-positive rates, serializable state, merge support, and streaming-safe updates.

Week 1 JS homework: function drilling, scope practice, mocha tests. [js, basics, fundamentals, scope, functions, mocha]

Data pipeline and stream processing primitives. Typed source-transform-sink pipelines with backpressure, batching, windowing, and error isolation per stage. Runtime-agnostic. The missing middle ground between raw iterators and full distributed stream processing.

Best ACBuy spreadsheet with organized links for shoes, clothing and accessories. Easy way to find products and build hauls faster.