spandan-madan Goto Github PK

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!

cambridgegis_data

City of Cambridge GIS Data

covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

cvr

A Benchmark for Efficient and Compositional Visual Reasoning

deep_learning_normalization

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.

end_to_end_image_classification_pipeline

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

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

federated_generalization

files.matthuisman.nz

Various files linked to from matthuisman.nz

flask_example

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

gans_vs_humans

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.

github-issue-templates

:symbols: A collection of GitHub issue and pull request templates

human_visual_diet

in_distribution_adversarial_examples

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

interpretability_reading_group

Storing meeting papers + notes + discussions

intriguing_papers

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.

lectures_and_talks

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

lit_review

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

me_bot

Build a bot that speaks like you!

nlp-intuition-and-applications-of-word-embeddings

UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

notes_on_teaching

online_tutorials

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

personal

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

pirate_bot

Pirate bot

pix2pixhd

Synthesizing and manipulating 2048x1024 images with conditional GANs

probability_ml_proofs

Collection of important proofs in basic probability and machine learning.

pyrcca

Regularized kernel canonical correlation analysis in Python