go.bsky.app/NiaWN5i
I'm happy to receive suggestions for this.
10.11.2024 19:56 โ ๐ 93 ๐ 56 ๐ฌ 51 ๐ 4
For more details and explanations on how to train and interpret DNNs, see our extensive documentation (including #SDM and #MSDM examples) that also covers advanced topics such as custom loss functions and residual checks (under articles on citoverse.github.io/cito/)!
11.04.2024 11:50 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
cito can now train DNNs for count data using Poisson or negative binomial distributions. In addition, deep joint species distribution models (#jsdm #sdm) based on the multivariate probit model can be fitted:
11.04.2024 11:50 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
An important new feature is hyperparameter tuning under cross-validation, which helps to train the #DNN. Hyperparameter tuning can be easily done by passing a "tune(...)" to the hyperparameters (cito also automatically returns the model with the best hyperparameters):
11.04.2024 11:50 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
cito v1.1 #rstats package for deep neural networks (#DL #DNN) (with formula syntax) is now available on #CRAN. New features include likelihoods such as the negative binomial distribution and easy hyperparameter tuning: cran.r-project.org/web/packages...
11.04.2024 11:49 โ ๐ 4 ๐ 2 ๐ฌ 1 ๐ 0
Come work with us - I am looking to fill a 3-yr position for a statistical postdoc / scientific programmer to continue the development of the DHARMa #Rstats #CRAN package for #glmm residual diagnostics. Full job advertisement is here uni-regensburg.de/assets/biolo...
24.11.2023 12:01 โ ๐ 10 ๐ 3 ๐ฌ 1 ๐ 0
Based at University of Technology Sydney, our research focuses on species ecology and biogeography, using advanced statistical methods and modelling to examine how species and communities interact with their environments across spatial and temporal scales.
nature recovery|land abandonment|earth observation ๐ฐ๏ธ|meta-analysis|restoration- @maynoothuniversity.ie, ๐ฐ๐ช๐ฎ๐ช
Tropical forest ecologist | NERC IRF | Lecturer University of Liverpool | Dad x2
PhD Candidate - Computational Behavioral Ecology @ University of Amsterdam | Complex systems & animal behaviour | Currently trying to understand collective behaviour in predator avoidance ๐ ๐ | ๐ฑ| WWCS & yrCSS & CORE
Biodiversity, ecology, climate change, forests, seed dispersers.
Research scientist at MIT.
SmartForest: bringing Industry 4.0 to the Norwegian forest sector
www.smartforest.no
https://forestsens.com/
PhD Candidate in forest ecology at the Norwegian University of Life Sciences. Spent my youth in
@naturogungdom.bsky.social and used to fool around on Twitter.
Aquatic microbial genomics @ Cornell. ๐ณ๏ธโ๐Scientist, ๐ฎ๐ชFulbright (he/him). Code-obsessed cat owner who likes to be outside.
https://gus-pendleton.github.io/
Evolutionary ecologist studying small population dynamics and environmental changes @ieesparis.bsky.social. Focused on extinction risks and phenotypic plasticity in ectotherms.
Open to work for a postdoc position ๐ฑ
PhD student at Universitรฉ de Montpellier. Community ecologist.
NOT SPAM. But I was reported and nothing I can do. So this account will be inactive: find me on LinkedIn, the only platform working well.
At least the bots can flourish here. Sigh.
Director General/
Natural Resources Canada
Mostly an ecologist that dabbles in physiology, theory, evolution, chemistry, demography, or anything else that catches my fancy.
Associate Director of Policy & Campaigns @350.org
Co-board chair TogetherForFuture
Climate, Energy, Geopolitics
Views = my own
PhD researcher in statistical ecology & theoretical biology @KU Leuven and @UHasselt, naturalist.
Mostly posting about ecology and related areas of science, with occasional cycle nerdery and cat pics. Stockholm, Sweden #Ecology, #Rstats
Assistant Professor @utu.fi - Biodiversity - Global Change Ecology - Macroecology - Community Ecology
Egalitarian, Democracy is not a bystander
๐ต๐น living in ๐ซ๐ฎ
Finanzanalyst, Immobilienhai und Unternehmer mit Idealen. Vorstand/CEO der bรถrsengelisteten DEFAMA Deutsche Fachmarkt AG, Pizzabรคcker und Baumarktmitarbeiter. @kungler bei Twitter.
SUPER NERC funded PhD researcher in Ecological Statistics at the @reshiveblog.bsky.social: Increasing efficiency and accessibility of wildlife monitoring data through the use of AI and remote sensing | Sub-editor at @reshiveblog.bsky.social
Population biologist. Bookworm and fรบtbol fan. Nature lover above all. Research Scientist at CONICET-UNSa #NatGeoExplorer #Fulbrighter
Wildlife Ecology and Conservation Biology Research Group @uni-freiburg.de led by Prof. Dr. Marco Heurich
Managing EUROLYNX / EUROWILDCAT / Remote Sensing Data Pool
https://www.researchgate.net/lab/Wildlife-Ecology-and-Conservation-Biology-Marco-Heurich