Tag: machine learning
All the articles with the tag "machine learning".
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Techniques in DeepSeek V3
DeepSeek has great influence during the past two months. It is open-weight (not open source code) with fascinating algorithm and hardware level optimization. It is both effective and efficient. I am curios in its technical innovation and here is a slide presented in our group meeting
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Undergraduate Research Summary
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exSeek extracellular RNA analysis tool for noninvasive biomarker
Parts of this works difficulty is its steps and precision it requires. Since our exRNA-seq is different (it has less RNA reads), we have to explore the mapping sequence. We determine sequential mapping order, using peak calling because most long RNAs are fragments in blood. We also did matrix proces
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Machine Learning for Traits Prediction
We proposed a new mixed linear model Mixed Ridge with Fast cross validation to pick parameters. We also propose Metric Regressor for few shot learning.
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MDN for Signal Position Prediction
We collaborate with Jun Li in New York University.
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Python Tutorial
The related jupyter file
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QUIZ Predicting maize traits using SNP data
The related jupyter file
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QUIZ identification of cancer biomarker from exRNA-seq data
The related jupyter file
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Machine Learning Basics Tutorial
The related jupyter file
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eMaize_Tutorial
由于jupyter notebook的强大的展示功能，本教程还用jupyter notebook组织且运行，可以获得更好的学习效果，代码在这里,欢迎取用。在这里我简单介绍了如何配置jupyter，在Deep Learning tutorial中我也强烈推荐了jupyter，并且介绍了很多基于jupyter的资源，强烈建议尝试一下。