Archive

2021

May

Refactoring machine learning code - namedtuple

April

Refactoring machine learning code - einops

March

Refactoring machine learning code - comments as code

February

Depthwise Separable Convolutions in PyTorch

2020

November

Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition

September

How to properly manage ssh keys for server access

August

End-to-End object detection with transformers

June

Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour

May

Swift as a viable Python alternative?

April

Eigenvectors and eigenvalues in machine learning

March

Parsing JSON data from AWS lambda functions in Python

February

PyTorch multi-GPU training for faster machine learning results

January

Plot PyTorch tensors with matplotlib

2019

December

Do you know which inputs your neural network likes most?

November

Shapeshifting PyTorch

October

What are embeddings in machine learning?

August

Bash: Keep Script Running - Restart on Crash

June

Writing command-line tools in Python: argument parsing

May

Better unit tests in Django using Mommy

PyTorch GPU inference with Docker and Flask

April

How To Unfreeze Vim

March

PyTorch Model in Production as a Serverless REST API

Graphical Explanation of Neural Networks and Gradients with Python

Debugging Tensorflow

February

Deep Learning on Medical Images With U-Net

Build Your Own Javascript Game in 5 Minutes

Monte Carlo for better time estimates of your work

Play Video Games Using Neural Networks

Vim Commands You Should Know About

Database Backup in the Cloud using AWS

January

Training a neural network with Numpy

Domain Driven Design (DDD)

How to write clean code?

What the heck is ~~ in JavaScript?

2018

December

mod_rewrite operations you should know about