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annotated_deep_learning_paper_implementations

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

autogluon-tutorial-cvpr2020

Hands-on Tutorial on Automated Deep Learning

cccot03

Repo for the CCCOT03 project

codespaces-jupyter

Explore machine learning and data science with Codespaces

convpoint

crc4docker

Python scripts for the textbook "Image Analysis, Classification and Change Detection in Remote Sensing, Fourth Revised Edition"

cube-in-a-box

A reference deployment of the Open Data Cube including automatic indexing of Landsat 8 data.

daccs

dask-docker

Docker images for dask

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

dissect

Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"

dlm-extension

Deep Learning Model STAC Extension

dots-summer-school-2022

dragan-pytorch

PyTorch implementation of DRAGAN (https://arxiv.org/abs/1705.07215)

earthengine-py-notebooks

A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping

eesardocker

gan_tutorial

Vanilla GAN and WGAN implementations in PyTorch on the FashionMNIST dataset

geo-deep-learning

Deep learning applied to georeferenced datasets

geoquantum

gin-model-repo

herdnet

Code for paper "From Crowd to Herd Counting: How to Precisely Detect and Count African Mammals using Aerial Imagery and Deep Learning?"

higra-notebooks

Demonstration and tutorial notebooks for the Higra library

how-tos

incubator-sedona

A cluster computing framework for processing large-scale geospatial data

intake-stac

Intake interface to STAC data catalogs

just-the-docs

A modern, high customizable, responsive Jekyll theme for documention with built-in search.

kpconv-pytorch

Kernel Point Convolution implemented in PyTorch

learning-ai-with-copilot

Repository for the Learning AI with GitHub Copilot video series.

masterclass-biodiversity

This repository is related to the AI for Biodiversity Masterclass as part of the 2021 edition of the AI for Climate Global Forum.