Problem Solvers Guild Blog -

Genetic Algorithm Intro

technical

ChatGPT

A walkthrough of genetic algorithms generated using ChatGPT

Should We Use ChatGPT?

advice

ChatGPT

Until a few days ago when I started trying out ChatGPT, I didn’t think this was a question I would have to contemplate for at least a few years, but, realistically, I…

DiffEdit Paper Implementation

technical

research

Implementing the DiffEdit Paper

5 Ways to Improve Your Quality Inspection Process

Manufacturing

Quality

If you work in manufacturing and are struggling to with rising costs, returned products, and unhappy…

Exploring Timm vs Torchvision Resnet18 Difference

fastai

technical

exploration

Reviewing the impact batchnorm initialization has on non-pretrained model performance

PyTorch torch.lerp Exploration

python

technical

exploration

Reviewing torch.lerp and its uses

A cron job that will run conda, run python script, and email when it fails

technical

I have searched high and low trying to create a scheduled task (cron job) that will: 1. Use a conda environment 2. Run a python script 3. Email if/when errors occur

Create SSH key pair and using it

technical

It is fairly simple to create a SSH key pair as ssh-keygen will guide you through the whole process.

Python Function Default Argument Value

python

technical

exploration

Exploring an unexpected Python behavior that could cause your program to behave inconsistently

Using Makefile to Create Git Hook

technical

In our previous post, we created a Git Hook that will…

Using Git Hook to Clean Jupyter Notebook on Commit

technical

To avoid merge issues and make PR review easier, we wanted a Git Hook which will: - Clear output of Jupyter Notebook - Only clean the files that were modified for this PR

Texas Rate Inspector Overview

texas

rate

Currently Texas’ rate selection process is heavily driven by the lowest cost for a typical user. However, this limits the imagination of Retail Electricity Providers (REP)…

Normalizing fastai Tabular Inputs

technical

Exploring the effectiveness of normalization on tabular data

5 Lessons from Richard Feynman

advice

I recently listened to a biography about Richard Feynman and I had some takeaways that surprised me. I had always vaguely known that Richard…

Python Native slots Attribute Exploration

python

technical

exploration

Diving into Python to see what slots does and how it can be used

5 Tips for a New CIO

advice

Congratulations on your new role as CIO! As the CIO, your job is to remove roadblocks, provide a…

fastai’s Text DLs Exploration

fastai

technical

exploration

Exploring different methods to create the dls object in fastai