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| how_to [2019/07/03 16:16] – old revision restored (2019/05/31 16:26) admin | how_to [2019/07/03 16:24] – [Install R locally (e.g. on a cluster)?] admin |
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| **Get familiar with machine learning and its applications in computational biology? ** \\ | **Get familiar with machine learning and its applications in computational biology? ** \\ |
| - Most common ML techniques are very well explained in [[https://scikit-learn.org/stable/user_guide.html|Scikit learn]] with example Python code. These techniques have been implemented in [[https://www.kaggle.com/getting-started/5243|R]] packages including mlr3 and tidymodels. | - Most common ML techniques are very well explained in [[https://scikit-learn.org/stable/user_guide.html|Scikit learn]] with [[https://scikit-learn.org/stable/modules/decomposition.html|illustrations]] and example Python code. These techniques have been implemented in [[https://www.kaggle.com/getting-started/5243|R]] packages including mlr3 and tidymodels. |
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| -[[http://www.nature.com/nrg/journal/v16/n6/abs/nrg3920.html|This]] 2015 paper reviews applications of ML in genetics and genomics. Read it and follow its references. | -[[http://www.nature.com/nrg/journal/v16/n6/abs/nrg3920.html|This]] 2015 paper reviews applications of ML in genetics and genomics. Read it and follow its references. |
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| ==== Encrypt a folder? ==== | ==== Encrypt a folder? ==== |
