Arian Prabowo – Medium

Arian Prabowo

The Illustrated Weak-to-Strong

TLDR: Illustration of the method section of Open AI’s Weak-to-Strong Generalization paper.

Jul 6, 2024

A diagram showing a 3-step process for training a machine learning model using weak supervision and calculation of the PGR metric. All text are from the paper.

Jul 6, 2024

Published in
DataDrivenInvestor

How AI works? Explained with an analogy from finance

TLDR: Deep Learning is basically an automated way to generate the best trading indicator ever, with lots of asterisks.

Dec 23, 2021

How AI works? Explained with an analogy from finance

Dec 23, 2021

Published in
Towards Data Science

Awesome PyTorch Lightning template

TLDR: A PyTorch Lightning template with a lot of features included. Link to the Google Colab here.

Sep 6, 2021

Photo by <a href=”https://unsplash.com/@marcszeglat?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Marc Szeglat</a> on <a href=”https://unsplash.com/s/photos/lightning-fire?utm_source=unsplash&utm_medium=referral&utm_content=creditCopyText">Unsplash</a>

Sep 6, 2021

Is Google Translate Sexist? My additional datapoint using Indonesian.

TLDR: There is a tweet about how Google Translate is sexist by Dora Vargha. It got famous. Dora used Hungarian, I’m going to use…

Mar 24, 2021

Is Google Translate Sexist? My additional datapoint using Indonesian.

Mar 24, 2021

Published in
The Startup

Dataset Can Only Be Unbalanced, Not Biased. But Humans Can.

TLDR: Dataset, architecture, models, metrics, algorithms, and math cannot be biased. Humans making choices are biased, by the very nature…

Feb 13, 2021

Dataset Can Only Be Unbalanced, Not Biased. But Humans Can.

Feb 13, 2021

Published in
Towards Data Science

COVID19: Top 7 online interactive simulations, curated.

TLDR: Interactive simulations are great ways to gain intuitive understanding of complex systems. And it doesn’t get more complex than…

Apr 13, 2020

COVID19: Top 7 online interactive simulations, curated.

Apr 13, 2020

Published in
DataSeries

The messiness of real world data 2: Comparing growth factor between countries.

TDLR: Follow up on the previous post. The fair way to compare countries is to plot growth factor against time-lagged x-axis. The result is…

Mar 29, 2020

The messiness of real world data 2: Comparing growth factor between countries.

Mar 29, 2020

Published in
Towards Data Science

COVID19: Keeping track of R0 and where to find them. (world, Australia, Victoria)

TLDR: It is very easy to get lost in the noise of COVID19, what news is real and is fake, which statistics to pay attention to. Answer: R0…

Mar 27, 2020

COVID19: Keeping track of R0 and where to find them. (world, Australia, Victoria)

Mar 27, 2020

Published in
Towards Data Science

The messiness of real world data: Tracking R0 of COVID19 with logistic function.

TLDR: A story about how real world data do not fit nicely into a overly simplistic model. Also known as: How postulating perfectly…

Mar 25, 2020

The messiness of real world data: Tracking R0 of COVID19 with logistic function.

Mar 25, 2020

Published in
Towards Data Science

The Mechanics of Attention Mechanism

TLDR: This is basically about converting the original attention paper by Yoshua Bengio’s group to flowcharts. Check the last diagram…

Feb 24, 2020

The Mechanics of Attention Mechanism

Feb 24, 2020

Arian Prabowo

Arian Prabowo

Machine Learning, Deep Learning, Graph & Spatiotemporal data. Degree in physics, physiology, teaching, and CS. www.arianprabowo.com

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