GitHub - cs231n/cs231n.github.io: Public facing notes page

Notes and assignments for Stanford CS class CS231n: Convolutional Neural Networks for Visual Recognition

Name	Name	Last commit message	Last commit date
Latest commit cgokmen May 15, 2024 c03aea3 · May 15, 2024 History 918 Commits
_includes	_includes	Fix fonts	Sep 14, 2020
_layouts	_layouts	Mobile display fixes	Apr 15, 2020
assets	assets	Added course notes on adversary attacks	Jun 18, 2021
assignments	assignments	Update assignment3.md	May 15, 2024
css	css	flexbox -> media query for header	Apr 7, 2020
student-contributions	student-contributions	Add files via upload	Jun 15, 2021
.gitignore	.gitignore	added jupyter colab tutorial ipynb	Apr 4, 2020
CS_231n__NeRF_write_up.pdf	CS_231n__NeRF_write_up.pdf	Including files based on NeRF	Jun 15, 2021
Gemfile	Gemfile	ADD TODO	Jun 14, 2021
Gemfile.lock	Gemfile.lock	Bump rexml from 3.2.3.1 to 3.2.5	Jun 16, 2021
LICENSE	LICENSE	license adding name	Apr 2, 2015
Readme.md	Readme.md	adding readme	Jan 5, 2015
_config.yml	_config.yml	Update _config.yml to point to 2024	Apr 22, 2024
adversary-attacks.md	adversary-attacks.md	Added missing line breaks	Jun 18, 2021
attention.md	attention.md	Added course notes on attention	Jun 15, 2021
aws-tutorial.md	aws-tutorial.md	Minor edit	Jan 28, 2016
choose-project.md	choose-project.md	Add Taking a Course Project to Publication	Dec 25, 2020
classification.md	classification.md	fixed a typo xrange() -> range() (#215 )	Apr 7, 2020
convnet-tips.md	convnet-tips.md	new pages and splits	Feb 11, 2015
convolutional-networks.md	convolutional-networks.md	Merge pull request #209 from nbro/patch-2	Jun 14, 2021
generative-modeling.md	generative-modeling.md	fix all image links	Jun 16, 2021
generative-models.md	generative-models.md	added generative models	Jun 14, 2021
index.html	index.html	Update index.html	May 15, 2024
jupyter-colab-tutorial.md	jupyter-colab-tutorial.md	combined jupyter-colab with python tutorial, makes much more sense now	Apr 4, 2020
jupyter-notebook-tutorial.ipynb	jupyter-notebook-tutorial.ipynb	added revamped jupyter notebook tutorial and new google colab version	Apr 4, 2020
linear-classify.md	linear-classify.md	Merge pull request #174 from luisoala/patch-1	Jun 14, 2021
nerf.md	nerf.md	Update nerf.md	Jun 15, 2021
neural-networks-1.md	neural-networks-1.md	Merge pull request #163 from infinnie/patch-2	Jun 14, 2021
neural-networks-2.md	neural-networks-2.md	Merge pull request #163 from infinnie/patch-2	Jun 14, 2021
neural-networks-3.md	neural-networks-3.md	Merge pull request #74 from giorgiop/master	May 23, 2017
neural-networks-case-study.md	neural-networks-case-study.md	neural-networks-case-study.md - loss mistake (#244 )	Sep 6, 2020
optimization-1.md	optimization-1.md	Update optimization-1.md	Apr 16, 2021
optimization-2.md	optimization-2.md	Merge pull request #109 from waspinator/master	Jun 14, 2021
overview.md	overview.md	first two lectures notes	Jan 5, 2015
pixelrnn.md	pixelrnn.md	Update pixelrnn.md	Jun 16, 2021
poster-2018.md	poster-2018.md	update project page	Jun 12, 2018
poster.md	poster.md	typo	Jun 6, 2017
python-colab.ipynb	python-colab.ipynb	added jupyter colab tutorial ipynb	Apr 4, 2020
python-numpy-tutorial.md	python-numpy-tutorial.md	Merge branch 'master' into patch-1	Jun 14, 2021
rnn.md	rnn.md	Resolve #276	Sep 3, 2021
setup.md	setup.md	Horizontally center embedded Colab assignment workflow tutorial	Apr 3, 2022
terminal-tutorial.md	terminal-tutorial.md	updates	Jan 14, 2016
transfer-learning.md	transfer-learning.md	Move third Transfer Learning scenario to list	Nov 21, 2016
transformers.md	transformers.md	Added course notes on transformers	Jun 16, 2021
understanding-cnn.md	understanding-cnn.md	Typo fix	Apr 12, 2016

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