Add DCC'26 workshop notebook suite (participant + solutions)#62
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SoheylM wants to merge 64 commits into
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Add DCC'26 workshop notebook suite (participant + solutions)#62SoheylM wants to merge 64 commits into
SoheylM wants to merge 64 commits into
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Includes participant and solution notebooks (00-03), expanded notebook_helpers with training/evaluation/visualization utilities, and asset images for notebook display. Notebooks have Colab bootstrap cells that install dependencies from this branch. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
On Colab, ../utils doesn't exist since notebooks open standalone. Now the utils import cell downloads notebook_helpers.py and __init__.py from GitHub raw URLs when running in Colab. Also updates NB00 asset image references to use GitHub URLs instead of relative paths. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
engibench imports sqlitedict transitively (via airfoil problem), so it must be explicitly installed on Colab. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
BUILTIN_PROBLEMS imports every problem module, which requires all problem dependencies (ceviche, sqlitedict, etc.) to be installed. Using engibench[all] ensures they are all available. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Sets notebook metadata so Colab opens with GPU runtime by default. NB01 also prints a warning with instructions if no GPU is available, since training is ~1 min/epoch on CPU vs ~3 sec/epoch on T4. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Use constrained_layout instead of tight_layout, and increase colorbar padding so it no longer covers the Mean Training subplot. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
A four-notebook narrative track (framing → training → evaluation → authoring a new problem) that mirrors the participant/solution split but is run top-to- bottom as a read-along rather than fill-in-the-blank exercises. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Falls back to `volume` (heatconduction2d) or the design-space midpoint (photonics2d) when `volfrac` is absent, so the guided-tour notebook can run end-to-end on more than just beams2d. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Add a per-constraint violation breakdown after the feasibility bar chart so the reader sees which named rule (e.g. volume_fraction_bound) the generator is breaking, plus its category and an example cause — turning "X% feasible" into actionable signal about the loss/conditioning vs solver-stability axis. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Convert British→American spelling across the four simple notebooks (optimizer, color, gray, normalize, etc.) and add the helper support needed to run them standalone: - rebuild_notebook01_artifacts: regenerate train/generate/export artifacts so Notebook 02 runs in a fresh runtime - show_design_set: grid preview of designs before metrics - show_pairwise_distance_heatmap: side-by-side generated-vs-baseline comparison on a shared color scale Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Apply ruff format to notebook_helpers and silence PLR0913 on the boilerplate rebuild_notebook01_artifacts helper. Drop the unused F401 noqa (keep F403) on the workshop utils shims. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Move the deferred `Generator` import in notebook_helpers to the top level to satisfy ruff PLC0415. The cgan module shares torch/numpy/engibench deps already imported here and has no circular dependency on workshops. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Summary
This PR adds the DCC'26 workshop notebook suite to EngiOpt with participant and facilitator tracks.
What is included
workshops/dcc26/folder with:participant/notebooks with guidedPUBLIC FILL-INexercises and checkpointssolutions/notebooks for facilitatorsPlanarManipulatorCoDesignProblem)engiopt.cgan_1dPublic API impact
Notes for review
Please focus on:
Validation