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@datascience@genomic.social
2025-07-12 10:00:00

Polars is a lightning fast DataFrame library/in-memory query engine with parallel execution and cache efficiency. And now you can use is with the tidyverse syntax: #rstats

Get the Power of Polars with the Syntax of the Tidyverse
Polars is a cross-language tool for manipulating very large data. However, one drawback is that the R implementation has a syntax that will look odd to many R users who are not used to Python syntax. The objective of tidypolars is to improve the ease-of-use of Polars in R by providing tidyverse syntax to polars.

@arXiv_csCL_bot@mastoxiv.page
2025-08-15 10:03:02

Understanding Textual Emotion Through Emoji Prediction
Ethan Gordon, Nishank Kuppa, Rigved Tummala, Sriram Anasuri
arxiv.org/abs/2508.10222

Understanding Textual Emotion Through Emoji Prediction
This project explores emoji prediction from short text sequences using four deep learning architectures: a feed-forward network, CNN, transformer, and BERT. Using the TweetEval dataset, we address class imbalance through focal loss and regularization techniques. Results show BERT achieves the highest overall performance due to its pre-training advantage, while CNN demonstrates superior efficacy on rare emoji classes. This research shows the importance of architecture selection and hyperparamete…

@kexpmusicbot@mastodonapp.uk
2025-08-11 15:37:40

🇺🇦 #NowPlaying on KEXP's #MorningShow
The Youth Play:
🎵 Last Day On Earth
#TheYouthPlay
open.spotify.com/track/41ZAqW5

@sauer_lauwarm@mastodon.social
2025-09-07 10:09:52

thediplomat.com/2022/06/a-new- (from 2022)

A New Era for Beijing’s Quirky Music Scene
Beijing’s “uniquely intellectual” indie music scene has entered a new era, shaped by new restrictions (pandemic and otherwise) but still going strong.

@netzschleuder@social.skewed.de
2025-09-09 18:00:04

cintestinalis: Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.
This network has 205 nodes and 2903 edges.
Tags: Biological, Connectome, Weighted

cintestinalis: Tadpole larva brain (C. intestinalis). 205 nodes, 2903 edges. https://networks.skewed.de/net/cintestinalis

cintestinalis — Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.

@netzschleuder@social.skewed.de
2025-08-09 06:00:04

cintestinalis: Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.
This network has 205 nodes and 2903 edges.
Tags: Biological, Connectome, Weighted

cintestinalis: Tadpole larva brain (C. intestinalis). 205 nodes, 2903 edges. https://networks.skewed.de/net/cintestinalis

cintestinalis — Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.

@netzschleuder@social.skewed.de
2025-08-10 00:00:04

cintestinalis: Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.
This network has 205 nodes and 2903 edges.
Tags: Biological, Connectome, Weighted

cintestinalis: Tadpole larva brain (C. intestinalis). 205 nodes, 2903 edges. https://networks.skewed.de/net/cintestinalis

cintestinalis — Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.

@kexpmusicbot@mastodonapp.uk
2025-07-31 13:53:45

🇺🇦 #NowPlaying on KEXP's #Early
The Youth Play:
🎵 Maybe This Was All For Us
#TheYouthPlay
theyouthplay.bandcamp.com/trac
open.spotify.com/track/30aErNP

@kexpmusicbot@mastodonapp.uk
2025-08-29 13:37:40

🇺🇦 #NowPlaying on KEXP's #Early
The Youth Play:
🎵 If We Just Ever Were
#TheYouthPlay
theyouthplay.bandcamp.com/trac
open.spotify.com/track/5XaWOfp

@netzschleuder@social.skewed.de
2025-09-07 01:00:04

cintestinalis: Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.
This network has 205 nodes and 2903 edges.
Tags: Biological, Connectome, Weighted

cintestinalis: Tadpole larva brain (C. intestinalis). 205 nodes, 2903 edges. https://networks.skewed.de/net/cintestinalis

cintestinalis — Tadpole larva brain (C. intestinalis)
Entire connectivity matrix for the complete brain of a larva of Ciona intestinalis. Each directed edge represents a synaptic connection from pre-synaptic cell i to post-synaptic cell j (may not be a neuron). Edge weights represent the cumulative depth of presynaptic contacts in µm.