├── .gitignore ├── 001-anywidget ├── README.md ├── reactive_quak.py └── tldraw_colorpicker.py ├── 002-stem-probes ├── README.md ├── layouts │ └── stem-probes.slides.json └── stem-probes.py ├── 003-bennet-meyers ├── README.md ├── assets │ └── solar_power_soiling_reference.png ├── layouts │ └── notebook.slides.json ├── modules │ ├── __init__.py │ ├── components.py │ ├── dataloaders.py │ ├── explainer.py │ ├── intro_problem.py │ ├── layout.py │ ├── problems.py │ └── solutions.py └── notebook.py ├── 004-xdsl ├── README.md └── xdsl.py ├── 005-cvxpy-nasa ├── README.md ├── aircraft-design.py ├── comparing-regularizers-in-regression.py ├── dcp-analysis.py ├── diet-problem.py ├── energy-storage.py ├── fuel-use.py ├── portfolio-optimization.py ├── robust-kalman-filter-and-sensitivity-analysis.py ├── systems-biology.py └── trajectory-planning.py ├── 006-vrtnis ├── K-d_tree_art.py ├── README.md ├── lmsys.pdf ├── lmsys.py └── ping-pong.py ├── 007-haleshot ├── README.md └── goodreads-eda.py ├── 008-marimo-tutorials └── README.md ├── 009-WE3-Lab ├── README.md ├── figures │ ├── pdf │ │ ├── figure1.pdf │ │ ├── figure2.pdf │ │ ├── figure3.pdf │ │ ├── figure4.pdf │ │ └── figure5.pdf │ └── png │ │ ├── figure2.png │ │ ├── figure3a.png │ │ ├── figure3b.png │ │ ├── figure3c.png │ │ ├── figure4.png │ │ └── figure5.png ├── marimonotebook │ ├── casestudies │ │ ├── houston │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── WSD │ │ │ │ ├── Annualized │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ └── WWT │ │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ └── radar.json │ │ │ │ ├── Summer │ │ │ │ └── radar.json │ │ │ │ ├── Winter │ │ │ │ └── radar.json │ │ │ │ └── contour.csv │ │ ├── newyork │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── SummerWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── SummerWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── WinterWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── WinterWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── SummerWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── SummerWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── WinterWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── WinterWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── WSD │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── SummerWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── SummerWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── WinterWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── WinterWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ └── WWT │ │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ └── radar.json │ │ │ │ ├── Summer │ │ │ │ └── radar.json │ │ │ │ ├── Winter │ │ │ │ └── radar.json │ │ │ │ └── contour.csv │ │ ├── sanjose │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Summer │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Winter │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Summer │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Winter │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── WSD │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Summer │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Winter │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ └── WWT │ │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ └── radar.json │ │ │ │ ├── Summer │ │ │ │ └── radar.json │ │ │ │ ├── Winter │ │ │ │ └── radar.json │ │ │ │ └── contour.csv │ │ ├── santabarbara │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── SummerWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── SummerWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Winter │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── SummerWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── SummerWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Winter │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ ├── WSD │ │ │ │ ├── Annualized │ │ │ │ │ └── radar.json │ │ │ │ ├── SummerWeekday │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── SummerWeekend │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ ├── Winter │ │ │ │ │ ├── radar.json │ │ │ │ │ └── timeseries.csv │ │ │ │ └── contour.csv │ │ │ └── WWT │ │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ │ ├── Spring │ │ │ │ └── radar.json │ │ │ │ ├── Summer │ │ │ │ └── radar.json │ │ │ │ ├── Winter │ │ │ │ └── radar.json │ │ │ │ └── contour.csv │ │ └── tampa │ │ │ ├── AWT_curtailed │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ ├── SummerWeekday │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ ├── Weekend │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ ├── WinterWeekday │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ └── contour.csv │ │ │ ├── AWT_nominal │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ ├── SummerWeekday │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ ├── Weekend │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ ├── WinterWeekday │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ └── contour.csv │ │ │ ├── WSD │ │ │ ├── Annualized │ │ │ │ └── radar.json │ │ │ ├── SummerWeekday │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ ├── Weekend │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ ├── WinterWeekday │ │ │ │ ├── radar.json │ │ │ │ └── timeseries.csv │ │ │ └── contour.csv │ │ │ └── WWT │ │ │ ├── Annualized │ │ │ └── radar.json │ │ │ ├── Spring │ │ │ └── radar.json │ │ │ ├── Summer │ │ │ └── radar.json │ │ │ ├── Winter │ │ │ └── radar.json │ │ │ └── contour.csv │ ├── costing │ │ ├── houston │ │ │ ├── AWT_curtailed.json │ │ │ ├── AWT_nominal.json │ │ │ ├── WSD.json │ │ │ └── WWT.json │ │ ├── newyork │ │ │ ├── AWT_curtailed.json │ │ │ ├── AWT_nominal.json │ │ │ ├── WSD.json │ │ │ └── WWT.json │ │ ├── sanjose │ │ │ ├── AWT_curtailed.json │ │ │ ├── AWT_nominal.json │ │ │ ├── WSD.json │ │ │ └── WWT.json │ │ ├── santabarbara │ │ │ ├── AWT_curtailed.json │ │ │ ├── AWT_nominal.json │ │ │ ├── WSD.json │ │ │ └── WWT.json │ │ └── tampa │ │ │ ├── AWT_curtailed.json │ │ │ ├── AWT_nominal.json │ │ │ ├── WSD.json │ │ │ └── WWT.json │ ├── init.py │ ├── lvof.py │ ├── radarplots │ │ ├── houston │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized.json │ │ │ │ └── Yearround.json │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized.json │ │ │ │ ├── Winter.json │ │ │ │ └── Yearround.json │ │ │ ├── WSD │ │ │ │ ├── Annualized.json │ │ │ │ └── Yearround.json │ │ │ └── WWT │ │ │ │ ├── Annualized.json │ │ │ │ ├── Spring.json │ │ │ │ ├── Summer.json │ │ │ │ └── Winter.json │ │ ├── newyork │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ ├── WinterWeekday.json │ │ │ │ └── WinterWeekend.json │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ ├── WinterWeekday.json │ │ │ │ └── WinterWeekend.json │ │ │ ├── WSD │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ ├── WinterWeekday.json │ │ │ │ └── WinterWeekend.json │ │ │ └── WWT │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ ├── WinterWeekday.json │ │ │ │ └── WinterWeekend.json │ │ ├── sanjose │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized.json │ │ │ │ ├── Spring.json │ │ │ │ ├── Summer.json │ │ │ │ └── Winter.json │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized.json │ │ │ │ ├── Spring.json │ │ │ │ ├── Summer.json │ │ │ │ └── Winter.json │ │ │ ├── WSD │ │ │ │ ├── Annualized.json │ │ │ │ ├── Spring.json │ │ │ │ ├── Summer.json │ │ │ │ └── Winter.json │ │ │ └── WWT │ │ │ │ ├── Annualized.json │ │ │ │ ├── Spring.json │ │ │ │ ├── Summer.json │ │ │ │ └── Winter.json │ │ ├── santabarbara │ │ │ ├── AWT_curtailed │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ └── Winter.json │ │ │ ├── AWT_nominal │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ └── Winter.json │ │ │ ├── WSD │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ └── Winter.json │ │ │ └── WWT │ │ │ │ ├── Annualized.json │ │ │ │ ├── SummerWeekday.json │ │ │ │ ├── SummerWeekend.json │ │ │ │ └── Winter.json │ │ └── tampa │ │ │ ├── AWT_curtailed │ │ │ ├── Annualized.json │ │ │ ├── SummerWeekday.json │ │ │ ├── Weekend.json │ │ │ └── WinterWeekday.json │ │ │ ├── AWT_nominal │ │ │ ├── Annualized.json │ │ │ ├── SummerWeekday.json │ │ │ ├── Weekend.json │ │ │ └── WinterWeekday.json │ │ │ ├── WSD │ │ │ ├── Annualized.json │ │ │ ├── SummerWeekday.json │ │ │ ├── Weekend.json │ │ │ └── WinterWeekday.json │ │ │ └── WWT │ │ │ ├── Annualized.json │ │ │ ├── SummerWeekday.json │ │ │ ├── Weekend.json │ │ │ └── WinterWeekday.json │ └── timeseries │ │ ├── .DS_Store │ │ ├── AWT_curtailed │ │ ├── .DS_Store │ │ ├── houston │ │ │ └── Yearround.csv │ │ ├── newyork │ │ │ ├── SummerWeekday.csv │ │ │ ├── SummerWeekend.csv │ │ │ ├── WinterWeekday.csv │ │ │ └── WinterWeekend.csv │ │ ├── sanjose │ │ │ ├── Spring.csv │ │ │ ├── Summer.csv │ │ │ └── Winter.csv │ │ ├── santabarbara │ │ │ ├── SummerWeekday.csv │ │ │ ├── SummerWeekend.csv │ │ │ └── Winter.csv │ │ └── tampa │ │ │ ├── SummerWeekday.csv │ │ │ ├── Weekend.csv │ │ │ └── WinterWeekday.csv │ │ ├── AWT_nominal │ │ ├── .DS_Store │ │ ├── houston │ │ │ └── Yearround.csv │ │ ├── newyork │ │ │ ├── SummerWeekday_nominal.csv │ │ │ ├── SummerWeekend_nominal.csv │ │ │ ├── WinterWeekday_nominal.csv │ │ │ └── WinterWeekend_nominal.csv │ │ ├── sanjose │ │ │ ├── Spring.csv │ │ │ ├── Summer.csv │ │ │ └── Winter.csv │ │ ├── santabarbara │ │ │ ├── SummerWeekday.csv │ │ │ ├── SummerWeekend.csv │ │ │ └── Winter.csv │ │ └── tampa │ │ │ ├── SummerWeekday.csv │ │ │ ├── Weekend.csv │ │ │ └── WinterWeekday.csv │ │ ├── WSD │ │ ├── houston │ │ │ └── Yearround.csv │ │ ├── newyork │ │ │ ├── SummerWeekday.csv │ │ │ ├── SummerWeekend.csv │ │ │ ├── WinterWeekday.csv │ │ │ └── WinterWeekend.csv │ │ ├── sanjose │ │ │ ├── Spring.csv │ │ │ ├── Summer.csv │ │ │ └── Winter.csv │ │ ├── santabarbara │ │ │ ├── SummerWeekday.csv │ │ │ ├── SummerWeekend.csv │ │ │ └── Winter.csv │ │ └── tampa │ │ │ ├── SummerWeekday.csv │ │ │ ├── Weekend.csv │ │ │ └── WinterWeekday.csv │ │ └── WWT │ │ ├── houston │ │ ├── Spring.csv │ │ ├── Summer.csv │ │ └── Winter.csv │ │ ├── newyork │ │ ├── Spring.csv │ │ ├── Summer.csv │ │ └── Winter.csv │ │ ├── sanjose │ │ ├── Spring.csv │ │ ├── Summer.csv │ │ └── Winter.csv │ │ ├── santabarbara │ │ ├── Spring.csv │ │ ├── Summer.csv │ │ └── Winter.csv │ │ ├── tampa │ │ ├── Spring.csv │ │ ├── Summer.csv │ │ └── Winter.csv │ │ └── test copy.ipynb ├── paperdata │ ├── ratesdata │ │ ├── aes_ohio_billing.csv │ │ ├── baltimore_billing.csv │ │ ├── coned_billing.csv │ │ ├── cpe_billing.csv │ │ ├── pge_billing.csv │ │ ├── sbce_billing.csv │ │ ├── sce_billing.csv │ │ └── teco_billing.csv │ └── ratesfigures │ │ ├── demandCharge.pdf │ │ ├── demandCharge.png │ │ ├── demandCharge.svg │ │ ├── energyCharge.pdf │ │ ├── energyCharge.png │ │ ├── energyCharge.svg │ │ └── lvof_rateanalysis.ipynb └── tariffs │ ├── ratesdata │ ├── aes_ohio_billing.csv │ ├── baltimore_billing.csv │ ├── coned_billing.csv │ ├── cpe_billing.csv │ ├── pge_billing.csv │ ├── sbce_billing.csv │ ├── sce_billing.csv │ └── teco_billing.csv │ └── ratesfigures │ ├── demandCharge.pdf │ ├── demandCharge.png │ ├── demandCharge.svg │ ├── energyCharge.pdf │ ├── energyCharge.png │ ├── energyCharge.svg │ └── lvof_rateanalysis.ipynb ├── 010-Mustjaab ├── Analysis-of-wait-times.py ├── Article_Summarizer.py ├── C__Users_mustj_Fact_Checking_Model.py ├── Canada_Risk_Management.py ├── Environmental_Protection_Analytics.py ├── Exploring_Perplexity.py ├── Job_Market_Word_Clouds.py ├── Monitoring Flow of GHG Emissions.py ├── Periodic_App.py ├── Portfolio.py ├── Post Approval Study Recommender.py ├── Punnett Square App.py ├── README.md ├── Warning Letter Classification Model.py ├── action-potential-simulator.py ├── assets │ ├── Incidents.csv │ ├── Post_Approval_Studies.csv │ └── Risk_Arrangement.csv └── environmental-violation-charge-model.py ├── 011-Vincent ├── README.md ├── interactive-matrices.py └── seam_carving.py ├── 012-eugene └── README.md ├── 013-paul-karayan ├── README.md ├── secrets_manager.py └── slackzen.py ├── 014-ryan-parker ├── README.md └── polars_intro.py ├── 015-cradle └── README.md ├── 016-sam-minot └── README.md ├── 017-arthur └── README.md ├── 018-Jove └── README.md ├── 019-smohspace ├── README.md └── akatsuki-tutorial.py ├── 020-yoann-mocquin ├── README.md └── geometric-mtf.py ├── 021-jan-aerts └── README.md ├── 022-julian-hofer └── README.md ├── 023-weights-biases └── README.md ├── 024-hampus-londogard └── README.md ├── 025-peter-gyarmati └── README.md ├── 026-guiferviz └── README.md ├── 027-david-osullivan └── README.md ├── 028-martina-dossi └── README.md ├── 029-harry-vangberg └── README.md ├── 030-koji-h └── README.md ├── 031-sean-mcleod └── README.md ├── 032-giovanni-giacometti └── README.md ├── LICENSE ├── README.md └── assets ├── 001-anywidget.gif ├── 002-stem-probes.png ├── 003-bennet-meyers.png ├── 004-xdsl.png ├── 005-cvxpy-nasa.png ├── 006-vrtnis.png ├── 007-haleshot.png ├── 008-marimo-tutorials.png ├── 009-WE3-Lab.png ├── 010-Mustjaab.png ├── 011-Vincent.gif ├── 012-eugene.png ├── 013-paul-karayan.png ├── 014-ryan-parker.png ├── 015-cradle.png ├── 016-sam-minot.png ├── 017-arthur.png ├── 018-Jove.png ├── 019-smohspace.gif ├── 020-yoann-mocquin.gif ├── 021-jan-aerts.gif ├── 022-julian-hofer.png ├── 023-weights-biases.gif ├── 024-hampus-londogard.gif ├── 025-peter-gyarmati.gif ├── 026-guiferviz.gif ├── 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