DevScope AI Lab

Miscellaneous AI, Machine Learning & Data Science experiments

Experiments

"Lean AI with Deep learning and AutoML" session samples, slides, references (Building the Future event)

Content at https://github.com/DevScope/ai-lab/tree/master/notebooks/building-the-future

Fastai v3 Mnist sample (binder)

Python Code for DSPT Day DevScope Machine Learning Competition with LogicApps, Microsoft Forms, Python & Power BI

More info on DevScope AI blog: Code & Walkthrough for DSPT Day DevScope Machine Learning Competition with LogicApps, Microsoft Forms, Python & Power BI

Auto Start Dash React Application with Jupyter URL Parameters (using appmode nbextension)

Deconstructing Pipelines - thoughts for easier pipelines with custom prep steps, from Jupyter to Operationalization & easy retraining

SHAP Dash! Explanations on Dash

Dash Classification Eval

Dash Search CV Eval

Run DevScope AI Lab on binder

note-Jupyter environment is preloaded with some of our favorite Notebook extensions

Useful references

• https://mybinder.org/
• https://github.com/4QuantOSS/DashIntro
• https://github.com/plotly/dash-svm
• https://plot.ly/products/dash/
• https://plot.ly/products/dash/