#maxent — Public Fediverse posts

Students often have a hard time conceptualizing maximum entropy (#MaxEnt) methods. Here's a little two-application demo (species distribution modeling and NLP) [written by #ClaudeAI] that helps make the construction of these distributions a little clearer.
https://tpavlic.github.io/asu-bioinspired-ai-and-optimization/maxent/maxent_demo.html

I'm at #LifeCLEF2023 (online). Interesting to hear about #GeoLifeCLEF, a difficult challenge: predicting which plant species are present, from satellite images... where the training data are "positive-only": observations are listed, but no "un-observations"! Apparently #maxent is still a good strong baseline, though deep learning can do a bit better.

I'm at #LifeCLEF2023 (online). Interesting to hear about #GeoLifeCLEF, a difficult challenge: predicting which plant species are present, from satellite images... where the training data are "positive-only": observations are listed, but no "un-observations"! Apparently #maxent is still a good strong baseline, though deep learning can do a bit better.

I'm at #LifeCLEF2023 (online). Interesting to hear about #GeoLifeCLEF, a difficult challenge: predicting which plant species are present, from satellite images... where the training data are "positive-only": observations are listed, but no "un-observations"! Apparently #maxent is still a good strong baseline, though deep learning can do a bit better.

I'm at #LifeCLEF2023 (online). Interesting to hear about #GeoLifeCLEF, a difficult challenge: predicting which plant species are present, from satellite images... where the training data are "positive-only": observations are listed, but no "un-observations"! Apparently #maxent is still a good strong baseline, though deep learning can do a bit better.

I'm at #LifeCLEF2023 (online). Interesting to hear about #GeoLifeCLEF, a difficult challenge: predicting which plant species are present, from satellite images... where the training data are "positive-only": observations are listed, but no "un-observations"! Apparently #maxent is still a good strong baseline, though deep learning can do a bit better.

"It's a Maximum Entropy model! I know this!" #MaximumEntropy #maxent

To help people with similar interests find me: #mammalogy #mammals #conservation #wildlife #biogeography #spatialecology #NewMexico #Maxent #occupancymodel