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    Synthetic Is Neat Agriculture - from CRISPR to Transformers

    Genomic Attention

    Transformers for genomic prediction

    Posted on January 31, 2023

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    This post covers work related to a recent GEM maize competition where users were provided SNP data, weather data, and additional data to predict the yields in an unseen year. [Read More]
    Tags: maize language models

    YAAMformer

    Protein PTM predictions with ProteinBERT

    Posted on January 18, 2022

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    This post covers a side-project which scrapes a database, finetunes a language model, and does an analysis on the results to predict amino acid residues with modifications. [Read More]
    Tags: language models protein

    Promoter Evolution

    Promoter Evolution with CNN and GA

    Posted on October 30, 2021

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    Using genetic algorithms to evolve genes… [Read More]
    Tags: synthetic promoter

    Promoter Engineering

    Promoter Design with Machine Learning

    Posted on October 18, 2021

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    This article highlights 3 recent papers involved in generating massive datasets and training machine learning models on them. Insights into promoter design and ML tools follow. [Read More]
    Tags: synthetic promoter
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    CJ Go  •  2025

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