From 45ae048c0c058e5d90ce652f01a2896364f70e82 Mon Sep 17 00:00:00 2001 From: David Rotermund <54365609+davrot@users.noreply.github.com> Date: Sat, 17 Feb 2024 18:17:20 +0100 Subject: [PATCH] Update README.md Signed-off-by: David Rotermund <54365609+davrot@users.noreply.github.com> --- advanced_studies/pytorch_2022/README.md | 29 ++++++++++--------------- 1 file changed, 12 insertions(+), 17 deletions(-) diff --git a/advanced_studies/pytorch_2022/README.md b/advanced_studies/pytorch_2022/README.md index 87800be..46b3317 100644 --- a/advanced_studies/pytorch_2022/README.md +++ b/advanced_studies/pytorch_2022/README.md @@ -45,29 +45,24 @@ As reading material please look into the following parts of [1] taken from [http Please don't lose too much time on their examples. Your goal is NOT to understand everything in those chapters. Your goal is to understand what is happening here: -* Prepare example data: \py{https://www.neurotec.uni-bremen.de/drupal/node/29} -* Data augmentation: \py{https://www.neurotec.uni-bremen.de/drupal/node/30} -* Interfacing your data: \py{https://www.neurotec.uni-bremen.de/drupal/node/32} -* Everything is a layer: \py{https://www.neurotec.uni-bremen.de/drupal/node/52} -* Creating networks: \py{https://www.neurotec.uni-bremen.de/drupal/node/53} -* Train the network: \py{https://www.neurotec.uni-bremen.de/drupal/node/54} +* [Converting the original MNIST files into numpy](https://github.com/davrot/pytutorial/blob/main/pytorch/MNIST/README.md) +* [Interfacing Data](https://davrot.github.io/pytutorial/pytorch/interfacing_data/) +* [Data augmentation](https://github.com/davrot/pytutorial/blob/main/pytorch/augmentation/README.md) +* [Everything is a layer](https://github.com/davrot/pytutorial/blob/main/pytorch/layers/README.md) +* [Creating networks](https://github.com/davrot/pytutorial/blob/main/pytorch/networks/README.md) +* [Train the network](https://github.com/davrot/pytutorial/blob/main/pytorch/train/README.md) BTW, understanding means: -\vspace*{-1.3\topsep} -\begin{enumerate}[a)] -\setlength\itemsep{-0.5em} -\item Reproduce the MNIST network on your own. -\item If somebody ask you what the stuff means, you should be able to explain it to them. -\end{enumerate} +a. Reproduce the MNIST network on your own. +b. If somebody ask you what the stuff means, you should be able to explain it to them. -\textbf{Hint:} If you don't know what a PyTorch command is doing then there is an extensive documentation under: \py{https://pytorch.org}. -Just put the command in the search box... +*Hint:* If you don't know what a PyTorch command is doing then there is an extensive documentation under: [https://pytorch.org](https://pytorch.org). Just put the command in the search box... -\textbf{2. Now you are on your own...} +## 2. Now you are on your own... We will give you a dataset and then you have to deal with it on your own... -\phraselast +Literature -\literature{[1] A. Zhang, Z.C. Lipton, M. Li and A.J. Smola (2021), Dive into Deep Learning, \href{https://d2l.ai/d2l-en-pytorch.pdf}{https://d2l.ai/d2l-en-pytorch.pdf}} +[1] A. Zhang, Z.C. Lipton, M. Li and A.J. Smola (2021), **Dive into Deep Learning**, [https://d2l.ai/d2l-en-pytorch.pdf](https://d2l.ai/d2l-en-pytorch.pdf)