Document fitting a trainer from ML.NET with no pipeline Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
A split or a shuffle may rank by a declared id, and a study may stop a trial between deals Examples, Splitting the rows, Searching for a network, Declaring the columns, Home and Roadmap updated for DeepSharp 0.16.0: ranking by a declared id so a feature column moves nobody, and Study.DealStopper for stopping a trial between deals judged by its own number. Every new code block compiles against the packages as built. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Say in the wiki what 0.15.0 brought: an engine's work in half the width, a scaled loss, layers worked out again, and what was measured and not kept Examples has the 0.15.0 section with code the core suite compiles; the TorchSharp backend page has the width, the loss scale, recomputation and the card that is asked again; Networks, Naming the network, Architecture, Home and the roadmap say the same numbers the changelog and ARCHITECTURE.md do. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Show in the examples what 0.14.0 brought for the readers, the several networks of a study and the product over blocks Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Document 0.14.0: examples, the roadmap, the networks, the importers and the ONNX writer
Document pictures, recordings, texts, ids and variation: readers, layers, examples, roadmap Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Why a model answers as it does: Measuring, Examples
Serve the examples from the published list Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Calibration rows and the interval: Splitting, Measuring, Examples Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Order the ensemble examples as the course teaches, and say how a validation share beside a fold is read Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Several networks one answer: Searching, Measuring, Examples Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Folds, origins and what the folds measured: Splitting the rows, Searching, Measuring, Examples Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Say how a part of a network gets a rate of its own and a dense layer a low-rank pair, and open the 0.13.0 examples The Networks page gains the share of the rate beside the other rules of a parameter and a section on the low-rank pair, with a block each that the tests compile; the Examples page opens the section of the release, the start page its row, and the roadmap moves "Training further from what was read" to what is done. Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
A model watched after it ships, and an Examples page of what every release brought in code Measuring-and-drawing, Saving-and-replaying, Pipeline, Networks and Writing-a-step say watch.reference, prepared.Watched and windows.Distances; the roadmap row moves to done; Examples holds a section per release, newest first, compiled by the tests against the current library, linked from the start page and the sidebar. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>