Spandan-Madan/deep_learning_normalization

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Spandan-Madan/deep_learning_normalization

Spandan-Madan

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

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!

Jupyter Notebook

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!

Pytorch_fine_tuning_Tutorial

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

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

Jupyter Notebook

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"

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.

pytorch_data_loader_tutorial

online_tutorials

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

python_for_people_with_no_background

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!

Harvard_BAI

Repo for Harvard's Biological and Artificial Intelligence course (Neuro 140/240).

Jupyter Notebook

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.

Jupyter Notebook

interpretability_reading_group

Storing meeting papers + notes + discussions

Probability_ML_Proofs

Collection of important proofs in basic probability and machine learning.

human_visual_diet

Jupyter Notebook

lit_review

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

pirate_bot

Jupyter Notebook

GANs_vs_Humans

Jupyter Notebook