Introduction

Front Matter

Meeting times
Recent activities

Setup

Tooling
Installing packages
Dev environment
Commandline basics
GPUs
DUlib
Experimentation

Projects/Tutorials

Intro and access
The DL@DU repo
Proj 0: Preliminaries
Proj 1: OLS regression
Proj 2: Nonlinear reg.
Adaptive Learning
Proj 3: Conv. net
Data Augmentation
Regularization
Proj 4: Recurrent net
Proj 5: RL

Links

Aggregators
Articles
Software
Hardware

The DL@DU Project

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Libraries and frameworks

Contents

The Scientific/ML/DL/DS Python Ecosystem

The Scientific/ML/DL/DS Python Ecosystem

ML/DL

PyTorch
Tensorflow
Scipy
Scipy Lecture Notes

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