Spandan Madan

DeepLearningProject. An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

Me_Bot. Build a bot that speaks like you!

Pytorch_fine_tuning_Tutorial. A short tutorial on performing fine tuning or transfer learning in PyTorch.

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!

NLP-Intuition-and-Applications-of-word-embeddings. UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

lectures_and_talks. Collection of lectures and talks I've given on Computer Vision and Deep Learning

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.

Spotify. Repo for spotify project for capstone

End_to_end_image_classification_pipeline. In-depth look at an image classification pipeline for your own dataset. https://goo.gl/BuL267

in_distribution_adversarial_examples. Source code for the paper: "Adversarial examples within the training distribution: A widespread challenge"

human_visual_diet. Jupyter Notebook

flask_example. Simple example for passing information around using flask. Shows how to accept input from user and use the input for something else.

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.

pytorch_data_loader_tutorial. Python

online_tutorials. Collection of good online tutorials I keep running into while learning new things.

Statistical_Intuitions. Musings on Machine Learning, AI and Neuroscience from a scientist turned entrepreneur.

deep_learning_normalization. A personal pet project to explore different kinds of normalizations in Deep Learning research

python-tutorial. Python

Probability_ML_Proofs. Collection of important proofs in basic probability and machine learning.

interpretability_reading_group. Storing meeting papers + notes + discussions

python_for_people_with_no_background. Basic Python

lit_review. Cross Referencing on steroids: Scripts to extract papers that you should read if you like a paper.

pirate_bot. Pirate bot

memorymachines_vscode_extension.