Ashok Dahal's repositories
LandslideHazard
Code to model and predict the co-seismic and post-seismic landslide "Hazard".
TransformerLandslide
The codes required for our paper "Transformers, more than meets the eye: employing full waveforms for coseismic landslide prediction"
image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
MLgeoscience
Teaching material for ML in Geoscience course
ashokdahal
Config files for my GitHub profile.
climada_python
Python (3.6+) version of CLIMADA
course-v3
The 3rd edition of course.fast.ai
esrgan-tf2
ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks, published in ECCV 2018) implemented in Tensorflow 2.0+. This is an unofficial implementation. With Colab.
GSOC
Repository for Google Summer of Code 2019 https://summerofcode.withgoogle.com/projects/#4662790671826944
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
Keras-Image-Super-Resolution
EDSR, RCAN, SRGAN, SRFEAT, ESRGAN
Ml4GeoHaz-I
Machine learning course for geohazard assessment course tutorials part 1
neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
QGIS
QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.