Jan KreplinTowards Data Sciencemltype — Typing practice for programmersmltype is a command line tool for improving typing skills. It does so with a tiny bit of deep learning.Nov 1, 20202Nov 1, 20202
Jan KreplinTowards Data ScienceDeepDow — Portfolio optimization with deep learningDeepDow is a Python package that focuses on neural networks that are able to perform asset allocation in a single forward pass.Jun 16, 20204Jun 16, 20204
Jan KreplinTowards Data SciencePyChubby — Automated Face WarpingA tool for augmentation and warping of face images.Sep 15, 20191Sep 15, 20191
Jan KreplinTowards Data ScienceCreating animations with MCMCMarkov Chain Monte Carlo (MCMC) is a widely popular technique in Bayesian statistics. It is used for posteriori distribution sampling since…Jul 11, 20181Jul 11, 20181
Jan KreplinTowards Data ScienceSymbolic Regression and Genetic ProgrammingSymbolic regression and genetic programming are nowhere close to being mainstream machine learning techniques. However, they definitely…Jul 2, 2018Jul 2, 2018
Jan KreplinTowards Data ScienceFeature Transformers: Hidden GemsArguably, the features that enter a supervised learning model are more important than the model itself. With that being said, it is always…Jun 17, 20181Jun 17, 20181