AgBioData-LIST September 2024

agbiodata-list@bioinfo.wsu.edu

1 participants
2 discussions

REMINDER - Monthly Webinar Next Wed, Oct, 2nd, at 12 PM CT

by Annarita Marrano

Hi everybody, Join us for our monthly webinar next Wednesday, Oct. 2nd, at 12 PM CDT. Montana Smith will talk about the National Microbiome Data Collaborative (NMDC) initiative and their work on advancing microbiome science through FAIR and standardized metadata and data. I have included more details about the webinar and the Zoom link to attend the webinar below. I hope you will join us. Best, Annarita :-:-:-:-:-:-:-:-:-:-:-:-:-:-:-:-:-:-: *Abstracts:* *NMDC: Advancing microbiome science through FAIR and standardized metadata and data* The National Microbiome Data Collaborative (NMDC)’s mission is to support a FAIR microbiome data-sharing network through infrastructure, data standards, and community building that addresses pressing challenges in environmental sciences. In this webinar, we will dive into what the NMDC is and how standardized metadata capture enables FAIR data. We will walk through the 4 NMDC products and how they’re lowering barriers for experimental scientists to conduct their research in a way that ensures data re-use. *| 1P ET | 12P CT | 11A MT | 10A PT |* Find your local time here <https://www.timeanddate.com/worldclock/fixedtime.html?msg=AgBioData+Monthly…> *Join Zoom Meetinghttps://us06web.zoom.us/j/82038356125?pwd=YVFMRElMdEpHZmtObXFvZlA4QVFXQT09 <https://us06web.zoom.us/j/82038356125?pwd=YVFMRElMdEpHZmtObXFvZlA4QVFXQT09>* Meeting ID: 820 3835 6125 Passcode: 160683

2 months, 3 weeks

REMINDER - Monthly Webinar Next Wed, Sept. 4th, at 12 PM CT

by Annarita Marrano

Hi everybody, Join us for our monthly webinar tomorrow at 12 PM CDT! *Dr. David Emms from InstaDeep* will discuss AgroNT, a foundational large language model for plant genomics. I have included more details about the webinar and the Zoom link to attend the webinar below. I hope you will join us. Best, Annarita :-:-:-:-:-:-:-:-:-:-:-:-:-:-:-:-:-:-: *Abstracts:* *AgroNT: A Foundational Large Language Model for Plant Genomics* Foundational large language models can be pre-trained on large unlabelled datasets and subsequently fine-tuned to a wide range of specific tasks. We’ll present AgroNT (Agro Nucleotide Transformer), a foundational DNA large language model pre-trained on reference genomes from 48 plant species with a predominant focus on crops. We have shown that AgroNT can be fine-tuned to obtain state-of-the-art predictions of many genomic elements, including polyadenylation sites, splice sites, open chromatin and enhancer regions. Furthermore, AgroNT can be fine-tuned to e.g. predict tissue-specific gene expression levels or to prioritize functional variants. Building on our Nucleotide Transformer, the novel SegmentNT model is able to make nucleotide resolution predictions, well suited to tasks such as de novo genome annotation of previously unseen species. Both our AgroNT and SegmentNT models are open-sourced for academic research and non-commercial uses on our GitHub repository https://github.com/instadeepai/nucleotide-transformer and HuggingFace space https://huggingface.co/InstaDeepAI. *| 1P ET | 12P CT | 11A MT | 10A PT |* Find your local time here <https://www.timeanddate.com/worldclock/fixedtime.html?msg=AgBioData+Monthly…> *Join Zoom Meetinghttps://us06web.zoom.us/j/82038356125?pwd=YVFMRElMdEpHZmtObXFvZlA4QVFXQT09 <https://us06web.zoom.us/j/82038356125?pwd=YVFMRElMdEpHZmtObXFvZlA4QVFXQT09>* Meeting ID: 820 3835 6125 Passcode: 160683

3 months, 2 weeks

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AgBioData-LIST September 2024