Spandan Madan's repositories
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
A-Collection-of-important-tasks-in-pytorch
Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!
generalization_to_OOD_category_viewpoint_combinations
Source code for the Nature Machine Intelligence paper: When and how convolutional neural networks generalize to out-of-distribution category-viewpoint combinations.
in_distribution_adversarial_examples
Source code for the paper: "Adversarial examples within the training distribution: A widespread challenge"
online_tutorials
Collection of good online tutorials I keep running into while learning new things.
deep_learning_normalization
A personal pet project to explore different kinds of normalizations in Deep Learning research
learning_to_speak_python
A course I am putting together to make the quarantine more productive for people from diverse backgrounds. The goal is to teach everyone to communicate with computers using python.
python_for_people_with_no_background
Basic Python
Statistical_Intuitions
A blog introducing some basics, and some less talked about ideas in statistics. To request an article on a topic, create an issue on this repo!
interpretability_reading_group
Storing meeting papers + notes + discussions
lit_review
Cross Referencing on steroids: Scripts to extract papers that you should read if you like a paper.
CVR
A Benchmark for Efficient and Compositional Visual Reasoning
files.matthuisman.nz
Various files linked to from matthuisman.nz
github-issue-templates
:symbols: A collection of GitHub issue and pull request templates
pytorch_GAN_zoo
A mix of GAN implementations including progressive growing
website_trial
My static personal website