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Adam K
Adam K

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Published in GumGum Tech Blog

·Dec 27, 2022

An easy recipe for multi-task learning in PyTorch that you can do at home

In my last blogpost, I touched on what multi-task learning is, how it works, and why it is becoming the de facto standard for machine learning development. In this blogpost, I want to share a simple implementation of a multi-task learning model that you can experiment with yourself or adapt…

Machine Learning

10 min read

An easy recipe for multi-task learning in PyTorch that you can do at home
An easy recipe for multi-task learning in PyTorch that you can do at home
Machine Learning

10 min read


Published in GumGum Tech Blog

·Nov 11, 2022

Multi-task learning: what is it, how does it work and why does it work?

One of the most exciting and seemingly ubiquitous recent topics in deep learning (DL) is without a doubt multi-task learning. Multi-task learning (MTL) is a model training technique where you train a single deep neural network on multiple…

NLP

16 min read

Multi-task learning: what is it, how does it work and why does it work?
Multi-task learning: what is it, how does it work and why does it work?
NLP

16 min read


Sep 9, 2022

How advantageous is Advantage in D&D 5e?

Man, I love D&D 5e. I got my first set back at the end of the TSR days and I’ve been playing regularly since early in the 4e days and I can say that the most recent edition (until One D&D comes out, that is….) is by far my favorite…

Dungeons And Dragons

8 min read

How advantageous is Advantage in D&D 5e?
How advantageous is Advantage in D&D 5e?
Dungeons And Dragons

8 min read


Sep 6, 2022

Is this coin, die or whatever even fair?

Tell me if this has happened to you. You notice that the coin you and your partner flip to decide who washes the dishes seems to land on heads a conspicuous number of times compared to tails. You notice that the set of dice in the Monopoly set at grandma’s…

Statistics

10 min read

Is this coin, die or whatever even fair?
Is this coin, die or whatever even fair?
Statistics

10 min read


Published in GumGum Tech Blog

·Mar 4, 2022

Creating a balanced multi-label dataset for machine learning

Teaching a machine to categorize something into multiple, non-exclusive groups can feel a little lot juggling. You’ve got to keep track of a lot of things and if any one thing gets out of balance, everything can come crashing down. Here at GumGum, we use machine learning and AI to…

Machine Learning

14 min read

Creating a balanced multi-label dataset for machine learning
Creating a balanced multi-label dataset for machine learning
Machine Learning

14 min read

Adam K

Adam K

12 Followers

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