Live & Learn

Wildfires are no longer just seasonal anomalies, they are increasingly frequent, destructive, and unpredictable global events.

I never bought into it, cause seemed like too much hassle, just another framework, which needed so much customization to be useful, but well I needed it this time.

We’ve sourced the multi-modal satellite data, cleaned it and created a tensor pipeline, and dissected the mathematical morality of imbalanced loss functions.

It’s been a minute since my last post on data acquisition.

Did you know NASA JPL has a service called Horizons which lets you look at mission statistics, here we try to predict the orbit and compare with Artemis I stats. https://github.com/w-winnie/MLsandbox/blob/main/astro_sandbox/notebooks/artemis/artemis_orbit…

In our previous posts, we reached the limits of both the classical and computational worlds.

In the previous posts, we marveled at the elegance of the classical toolkit.

In last part, we learned how to solve isolated differential equations, a single pendulum swinging, a single spring oscillating.

In Part I, we explored the geometric blueprints of differential equations.

“Change is the only constant in life” That’s also how the universe works in a way and how we study it, how something changes with respect to another and differential equations is what we use to describe this.