Franklin Moormann

[Test Coverage] Implement Tests for Spline Interpolation

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## Problem Spline interpolation methods in `src/Interpolation/` have 0% test coverage. ## Files Requiring Tests (9 files) - CubicSplineInterpolation.cs - CubicBSplineInterpolation.cs - CatmullRomSplineInterpolation.cs - HermiteInterpolation.cs - AkimaInterpolation.cs - MonotoneCubicInterpolation.cs -...

## Goal: Optimize PipelineParallelModel for Production Workloads Enhance the current GPipe-style pipeline parallelism implementation with industry-standard optimizations to improve efficiency, reduce memory usage, and balance compute loads across pipeline stages....

Fix issue 413 and info Compression

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This commit implements weight clustering and Huffman coding compression techniques for model compression, addressing Issue #413. Features implemented: 1. Weight Clustering Compression (HIGH priority): - K-means clustering algorithm with K-means++...

## Goal: EXCEED Industry Standards Create a model partitioning architecture that **SURPASSES** ONNX (current industry standard) by fixing its limitations and providing superior capabilities for AiDotNet. Related: Issue #414, PR...

# Create GlooSharp NuGet Package for Native Gloo C++ Integration ## User Story > As a distributed training developer using AiDotNet on high-performance compute clusters, I want native Gloo library...

Fix issue 416 for GANs and info

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## User Story / Context - Reference: [US-XXX] (if applicable) - Base branch: `merge-dev2-to-master` ## Summary - What changed and why (scoped strictly to the user story / PR intent)...

# Auto-Apply Agent Hyperparameter Recommendations and Expand Coverage ## User Story > As a machine learning developer using AI-assisted model building, I want the agent's hyperparameter recommendations to be automatically...

Fix issue 369 in AiDotNet

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Implements 128 test methods across 4 compressor classes to achieve 80%+ code coverage for the RAG context compression module. Test Coverage: - LLMContextCompressor: 35 tests covering constructor validation, basic functionality,...

Fix issue 371 in AiDotNet

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This commit addresses issue #371 by implementing comprehensive unit tests for all RAG retrieval strategies in src/RetrievalAugmentedGeneration/Retrievers/. Test Coverage Includes: - RetrieverBase (via VectorRetriever tests) - DenseRetriever: Constructor validation, basic...

Fix Issue 375

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Implements tests for issue #375 - achieving 80%+ test coverage for advanced fit detector implementations: Test Files Added: - BayesianFitDetectorTests.cs (17 tests) * Tests DIC, WAIC, LOO metric calculations *...