Notebook

Whenever I want to scratch an itch or solve a specific problem, I make sure to document everything so that I can remember them in the future. Hopefully, this notebook will interest you as others did.

02 Aug 2022 » Your train-test split may be doing you a disservice
16 Jul 2022 » spaCy Internals: Spancat architecture walkthrough
19 Jun 2022 » ★ A framework for designing document processing solutions
24 Apr 2022 » Dependency parsing for a low-resource language (Tagalog)
18 Jan 2022 » How to fuse chips in NieR: Automata
11 Dec 2021 » A review of word vectors (with code)
20 Nov 2021 » spaCy Internals: configuration and project system
12 Nov 2021 » How to sync your fork with the original repository
23 Oct 2021 » Reimagining Philippine mythical creatures using VQGAN+CLIP
08 Oct 2021 » Developing on a Windows machine
27 Sep 2021 » Valheim Food Graph
25 Sep 2021 » A Weekend Ray Tracer
01 Sep 2021 » How to fix screen flickering on Linux Thinkpad by disabling PSR
11 Aug 2021 » List of VQGAN+CLIP Implementations
08 Aug 2021 » ★ The Illustrated VQGAN
30 Jul 2021 » Towards data-centric machine learning: a short review
05 Jun 2021 » What can Avengers: Endgame teach us about Git?
30 May 2021 » Navigating the MLOps tooling landscape (Part 3: The Strategies)
15 May 2021 » Navigating the MLOps tooling landscape (Part 2: The Ecosystem)
12 May 2021 » How to manage Python environments
10 May 2021 » ★ Navigating the MLOps tooling landscape (Part 1: The Lifecycle)
19 Apr 2021 » What are Nodes and Scenes in Godot? A cooking perspective
12 Apr 2021 » How to add tables to Contentful
26 Mar 2021 » How to migrate from Disqus to Utterances in your Jekyll blog
28 Feb 2021 » How I dealt with a nagging ingestion problem in Redisgraph
31 Jan 2021 » Picollino: rough Pico-8 study notes on movement
15 Nov 2020 » ★ How to improve software engineering skills as a researcher
30 May 2020 » How to debug
30 Mar 2020 » How to use Jupyter Notebooks in 2020 (Part 3: Final thoughts)
16 Mar 2020 » How to use Jupyter Notebooks in 2020 (Part 2: Ecosystem growth)
06 Mar 2020 » ★ How to use Jupyter Notebooks in 2020 (Part 1: The data science landscape)
18 Jan 2020 » Kubernetes clicked when I learned about Deployments and Services
28 Dec 2019 » Workaround for creating a Github service connection in Azure Pipelines
08 Nov 2019 » ★ Distill: Why do we need Flask, Celery, and Redis? (with McDonalds in Between)
16 Jun 2019 » How to pull a private image from GCR in Drone CI
13 Apr 2019 » How to install GDAL/OGR
21 Dec 2018 » Add badges to your Google Cloud Builds
25 Oct 2018 » Git team workflow: merge or rebase?
21 Jun 2018 » ★ Automate Python workflow using pre-commits: black and flake8
23 Apr 2018 » A short postmortem on moving to Docker for LaTeX continuous integration
04 Feb 2018 » Continuous integration and automatic deployment of LaTeX files
31 Jan 2018 » ★ Running a Jupyter notebook from a remote server
26 Nov 2017 » A brief soirée with reinforcement learning
13 Aug 2017 » ★ Understanding softmax and the negative log-likelihood
28 May 2017 » Experiments with neural style transfer
06 Mar 2017 » MRT-3 Passenger Traffic Visualization
24 Feb 2017 » How to stream Twitter using Python
21 Feb 2017 » How to send data from RPI to Server
21 Feb 2017 » How to make a CanvasJS Chart from MySQL Data
18 Feb 2017 » Gotta Catch em All!
17 Feb 2017 » Implementing a two-layer neural network from scratch
14 Feb 2017 » Implementing a softmax classifier
12 Feb 2017 » Gapminder PH
11 Feb 2017 » Implementing a multiclass support-vector machine
09 Feb 2017 » Implementing a k-Nearest Neighbor classifier
04 Feb 2017 » Solving the Inverse Kinematics problem using Particle Swarm Optimization
25 Jan 2017 » Solving the Forward Kinematics of a Stanford Arm
18 Jan 2017 » Exploratory Data Analysis: Energy Use in the Philippines
18 Jan 2017 » Solving the travelling salesman problem using ant colony optimization
17 Jan 2017 » Training a neural network using particle swarm optimization
17 Jan 2017 » Training a neural network using differential evolution