Getting Started

A guide to the evolution of generative networks

Photo by Anders Jildén on Unsplash.

Introduction

AutoEncoders


Presenting the key concepts that enable RL


Getting Started

Use the one-day-per-week principle to gradually tick it

Image by the author. Available on Notion here and as a PDF here.


Implementing a paper in TensorFlow and annotating it

Overview


An introduction on working with Image, Audio, and Text data

Overview


Hands-on Tutorials

An end-to-end example project with code

Mel-scaled spectrogram. Visualization created by the author.


An ever expanding list of resources that I use and have used throughout my work on DL stuff.

Photo by Ed Robertson on Unsplash

Learning

MIT Deep Learning


A short script to visualize audio samples


An ongoing list of custom written callbacks that I use for my machine learning research.

Photo by Quino Al on Unsplash

Notes


A short walkthrough on writing, reading, and using TFRecords

Overview

Dataset overview. By Josef Steppan.

Imports and helper functions

Pascal Janetzky

Deep Learning student, sports fan. Enjoy tangling datasets.

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