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!
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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.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 Learninggeneralization_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 capstoneEnd_to_end_image_classification_pipeline
In-depth look at an image classification pipeline for your own dataset. https://goo.gl/BuL267in_distribution_adversarial_examples
Source code for the paper: "Adversarial examples within the training distribution: A widespread challenge"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
Basic PythonStatistical_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!deep_learning_normalization
A personal pet project to explore different kinds of normalizations in Deep Learning researchHarvard_BAI
Repo for Harvard's Biological and Artificial Intelligence course (Neuro 140/240).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.interpretability_reading_group
Storing meeting papers + notes + discussionsProbability_ML_Proofs
Collection of important proofs in basic probability and machine learning.human_visual_diet
lit_review
Cross Referencing on steroids: Scripts to extract papers that you should read if you like a paper.pirate_bot
Pirate botGANs_vs_Humans
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