Candid Code - Blog

Refactoring with Foundational Models

hackathon

python

openai

chatgpt

This week, I’ve had the chance to attend Madrona Venture Lab’s event, Launchable: Foundational Models.

Collaborative Filtering with FastAI

fastai

Here is a little boilerplate code for collaborative filtering with FastAI in just a few lines of code!

Text Augmentation for NLP in Music Generation

python

experimentation

One issue I ran into while working on the chord generation model was the issue of the vocabulary size of the tokenizer needing to be bigger. Because so, while the model was…

Using Multi-Label Classifiers as a Single-Label Classifier

fastai

pytorch

python

In this post, we’ll create a simple multi-label classifier. Much of the code is a composition of a few examples I’ve seen online and through the Fastbook reading material.

Building a Jazz Chord Generator with LSTMs and Tensorflow

project

jazz

In the context of jazz music, where improvisation is a focal component, jazz…

MusicXML Exploration With Note-Seq

music

tutorial

Note Seq, built by Google, is an awesome tooling library for…

Loading, Generating, and Visualizing Sound in Python

code

tutorial

python

Let’s discover some ways in which we can manipulate sound using a Python and a couple awesome open source projects.

First Post