PinnedPublished inTowards Data ScienceJupyter Superpower — Interactive Visualization Combo with PythonIntroductionMar 10, 20194Mar 10, 20194
PinnedPublished inTowards Data ScienceADAM in 2019 — What’s the next ADAM optimizerWhat progress has been made after Adam in 2014? With the goal of training neural net faster and better, we should learn some updated…Oct 5, 20192Oct 5, 20192
PinnedIntroduction to Kedro — pipeline for data scienceKedro is a development workflow tool that allows you to create portable data pipelines. It applies software engineering best practicesDec 4, 2020Dec 4, 2020
How to achieve Partial Immutability with Python? dataclasses or attrs?Should you use Python’s dataclasses or attrs? This article will give you an overview with examples.Mar 28Mar 28
Published inTowards Data Science5 Minutes Data Science Design Patterns I - CallbackA mini-collections of design pattern for Data Science — Starting with callbacks.Jul 9, 2021Jul 9, 2021
Published inTowards Data ScienceLesson learnt from Kaggle — Bengali Image Classification CompetitionI started a new blog with Github Page + fastpages as it is more coding friendly, I basically just copy the page from there to Medium and…Mar 22, 2020Mar 22, 2020
Published inTowards Data ScienceNeurIPS 2019 Papers Explorer — Which paper should you read?Which paper to read for NeurIPS 2019? Find the paper that you are interested with the NeurIPS 2019 Papers ExplorerNov 3, 20191Nov 3, 20191
Published inTowards Data ScienceDiff your notebook as you want — JupytextJupytext allows you to work with notebook nicely while you can do version control and diffing with the paired script nicely.Mar 28, 2019Mar 28, 2019
Published inTowards Data ScienceUncertainty estimation for Neural Network — Dropout as Bayesian ApproximationThis article is mainly about how I start with the Uber’s paper Deep and Confident Prediction for Time Series at Uber. Model interpretation…Jan 28, 20194Jan 28, 20194
Published inGoogle Cloud - CommunitySetup Guide for fastai part1 v3 (fastai 1.0) on Google Cloud Platform with $0.2/hourNote that this post is mainly an update previous post on fastai v2 setup, if you are interested how to use Jupyter Notebook effectively…Oct 21, 20183Oct 21, 20183