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A custom AutoRegressive Fractionally Integrated Moving Average (ARFIMA) time series library.

Cross-checks ML models against a dataset and recommends the best fit, with dataset profiling included.

A lightweight PyTorch library for RSSM-based world models (DreamerV3-style) on Gymnasium environments, runnable end-to-end on a free Colab T4.

Runtime and deterministic tools for COBOL/JCL to PySpark migrations

Model translations in a jsonb field

Python bindings for the Windows AI Machine Learning EP Catalog API

Provider-neutral LLM service interface for the agentBrain Harness

Storage hub (ctx.storage): named backend registry plus mounted data-form facilities for the agentBrain Harness

Domain data form (ctx.storage.domain): schema-validated, event-emitting KV domains over storage backends for the agentBrain Harness

DeepSeek chat-completions adapter for the agentBrain Harness LLM seam

pi-ai-backed DeepSeek adapter for the agentBrain Harness LLM seam (design-verification twin of abh-llm-deepseek)

Provider-routed LLM request retry policy for the agentBrain Harness

Shared LLM generation policy for agentBrain Harness session-title providers

First-message LLM provider plugin for agentBrain Harness session titles

JSON file KV storage backend for the agentBrain Harness storage hub

Scriptable OpenAI-compatible HTTP/SSE fault server for LLM recovery tests

Replay LLM plugin: short-circuits llm/stream with model chunks reconstructed from a recorded session JSONL (keyless snapshot tests)

All-user-messages LLM provider plugin for agentBrain Harness session titles

SQLite storage backend (kv facet) for the agentBrain Harness storage hub

Boruna: a deterministic, capability-safe programming language and framework for LLM-native applications