Kelin Christi's repositories
d4d-predicting-poverty
Poverty prediction based on research out of Stanford University in Collab with members of d4d
HiveImageProject
The Hive Satellite Imagery Project Outline - Machine Learning and Refugee Crisis -
plankton-classification
This is the code for the blog post
albumentations
fast image augmentation library and easy to use wrapper around other libraries
every-programmer-should-know
A collection of (mostly) technical things every software developer should know
farm-pin-crop-detection-challenge
13th place solution to Zindi's FarmPin Crop Detection Challenge
fast_template
A template for really easy blogging with GitHub Pages
geonotebook
A Jupyter notebook extension for geospatial visualization and analysis
label-maker
Data Preparation for Satellite Machine Learning
loss-landscape
Code for visualizing the loss landscape of neural nets
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
mxnet-the-straight-dope
An interactive book on deep learning, in concept and in MXNet
plcompositor
seamless and cloudless image mosaics from deep stacks of satellite imagery
PythonFromSpace
Python Examples for Remote Sensing
pytorch-kaggle-starter
Pytorch starter kit for Kaggle competitions
qgis-earthengine-examples
A collection of 290+ Python examples for using Google Earth Engine in QGIS
raster-vision
deep learning for aerial/satellite imagery
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
sirajology_projects
A folder that holds deep learning examples following Sirajology's Youtube channel
tensor2tensor
A library for generalized sequence to sequence models
Weekly-Neural-Nets
Every Week, I will be learning to implement one neural network in-depth and documenting the steps.