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Latest Blog Posts

Think like a computer

February 8, 2018|0 Comments

Let's say all your results for a given project are stored in Excel files named exp1.xlsx, exp2_20170708.xlsx, exp_prolif_072017.xlsx... Inside file exp1.xlsx, you have this : This might be a user-friendly result file but it is [...]

A multiprocessing example and more

December 11, 2017|0 Comments

Recently, I had to search a given chemical structure into a list of structures. Using the python chemoinformatics packages pybel and rdkit, I was easily able to do so but the operation took a little [...]

Overfitting and Regularization

October 30, 2017|0 Comments

This series of articles on machine learning wouldn't be complete without dipping our toes in overfitting and regularization. Overfitting The Achille's heel of machine learning is overfitting. As machine learning techniques get more and more [...]

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