Haybarn extension 'stochastic' for darwin/x64. Built against haybarn 1.5.4. Installed automatically by the @haybarn/ext-stochastic-h1-5-4 meta-package; use that, not this leaf, in your dependencies.

Haybarn extension 'stochastic' for darwin/arm64. Built against haybarn 1.5.3. Installed automatically by the @haybarn/ext-stochastic-h1-5-3 meta-package; use that, not this leaf, in your dependencies.

Haybarn extension 'stochastic' for darwin/arm64. Built against haybarn 1.5.4. Installed automatically by the @haybarn/ext-stochastic-h1-5-4 meta-package; use that, not this leaf, in your dependencies.

WebAssembly (eh) build of the Haybarn extension 'stochastic' for duckdb-wasm. Built against haybarn 1.5.3. Pick the variant (mvp/eh/threads) matching your duckdb-wasm bundle.

Haybarn extension 'stochastic' for linux/arm64 (glibc). Built against haybarn 1.5.3. Installed automatically by the @haybarn/ext-stochastic-h1-5-3 meta-package; use that, not this leaf, in your dependencies.

WebAssembly (threads) build of the Haybarn extension 'stochastic' for duckdb-wasm. Built against haybarn 1.5.4. Pick the variant (mvp/eh/threads) matching your duckdb-wasm bundle.

MCP server for stochastic algorithms and probabilistic decision making

WebAssembly (mvp) build of the Haybarn extension 'stochastic' for duckdb-wasm. Built against haybarn 1.5.4. Pick the variant (mvp/eh/threads) matching your duckdb-wasm bundle.

WebAssembly (eh) build of the Haybarn extension 'stochastic' for duckdb-wasm. Built against haybarn 1.5.4. Pick the variant (mvp/eh/threads) matching your duckdb-wasm bundle.

The SABR stochastic-volatility model — Hagan (2002) lognormal & normal implied-vol expansions, the Obłój correction, and (alpha, rho, nu) smile calibration. Matches QuantLib. Zero dependencies.

WebAssembly (mvp) build of the Haybarn extension 'stochastic' for duckdb-wasm. Built against haybarn 1.5.3. Pick the variant (mvp/eh/threads) matching your duckdb-wasm bundle.

A fast, framework-agnostic graph rewriting / graph grammar engine: pattern matching (subgraph isomorphism), rule application with edge embedding, NACs, property expressions, and stochastic/parallel application strategies.

Multi-agent primitives for Claude Code: /stochastic (consensus), /model-chat (debate), /fanout (research), /skillbuilder (skill-craft), /autoresearch (hill-climb).

WebAssembly (threads) build of the Haybarn extension 'stochastic' for duckdb-wasm. Built against haybarn 1.5.3. Pick the variant (mvp/eh/threads) matching your duckdb-wasm bundle.

Haybarn extension 'stochastic' for darwin/x64. Built against haybarn 1.5.2. Installed automatically by the @haybarn/ext-stochastic-h1-5-2 meta-package; use that, not this leaf, in your dependencies.

A module to convert JSON-formated treebank data into a Stochastic Context-Free Grammar

Haybarn extension 'stochastic' for linux/x64 (glibc). Built against haybarn 1.5.2. Installed automatically by the @haybarn/ext-stochastic-h1-5-2 meta-package; use that, not this leaf, in your dependencies.

Neural network implementation with backpropagation. It uses map reduce to distribute the computation of cost function and it's gradients. It also implements stochastic/step/batch gradient descent for optimizing cost function

♾️ SGD (stochastic gradient descent) linear classifier for RxJS

📊 RxJS implementation of stochastic gradient descent (SGD) (classifier).