Archive Show All10 GitHub-Pages1 Jekyll1 Jupyterlab1 KL-divergence1 LaTex1 Linux1 Numpy1 PyTorch2 bayesian2 entropy1 foundations1 gradient-descent1 inference1 jinja1 machine-learning1 modeling1 optimization1 probability3 python2 2021 Jan 20Create PDF reports with Python and Jinja2 2020 Jul 24Remote jupyterlab without SSH and sudo 2019 Aug 20What is modeling? A not so gentle explanation 2018 Aug 25Bayesian basics II - Inference for univariate Gaussian, Maximum a Posteriori vs Maximum likelihood Aug 19Mathematical interpretation of why Gradient descent works Jul 19Why can cross entropy be loss function? 2017 Nov 10PyTorch 中的基本操作 Oct 24Understanding backward() in PyTorch (Updated for V0.4) Oct 24Setting Jekyll on Ubuntu 16.04 with Latex support 2015 Jul 12Bayesian basics I - the way of reasoning