Pinned Repositories
AGU2018
Do internals of neural networks make sense in the context of hydrology?
analytic_gw_book
This repository contains the Python code of "Analytical Groundwater Modeling: Theory and Applications Using Python" by Mark Bakker and Vincent Post
EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
incubator-mxnet
Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
Matrix_Derivatives
This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.
noahmp
Noah-MP Community Repository
TikZ
Complete collection of my PGF/TikZ figures.
tikz_cnn
Macro to draw architecture of convolutional neural nets in tikz.
UEB_ConvLSTM_model
Source codes for streamflow simulation using integrated UEB and ConvLSTM model.
VIC
The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model
pseudoszechwaniens's Repositories
pseudoszechwaniens/image-entropy
An ongoing research project on image entropy assessment using machine learning.
pseudoszechwaniens/hydro-model-xaj
XAJ model
pseudoszechwaniens/Graph-WaveNet
graph wavenet
pseudoszechwaniens/wave_propagation
Predicting wave propagation on shallow water with deep neural networks
pseudoszechwaniens/pysheds
:earth_americas: Simple and fast watershed delineation in python.
pseudoszechwaniens/SpatialEntropy
A python implementation of spatial entropy
pseudoszechwaniens/rechunk_retro_nwm_v21
Rechunking retrospective runs to more approachable chunks in Zarr output.
pseudoszechwaniens/wrf_hydro_run
pseudoszechwaniens/finitevolume-python
Finite Volume simulation of the Kelvin-Helmholtz Instability
pseudoszechwaniens/VIC
The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model
pseudoszechwaniens/UEB_ConvLSTM_model
Source codes for streamflow simulation using integrated UEB and ConvLSTM model.
pseudoszechwaniens/high_performance_python
Code for the book "High Performance Python" by Micha Gorelick and Ian Ozsvald with OReilly
pseudoszechwaniens/SAC-SMA
Hydro-Model
pseudoszechwaniens/t-route
Tree based hydrologic and hydraulic routing
pseudoszechwaniens/flopy
A Python package to create, run, and post-process MODFLOW-based models.
pseudoszechwaniens/LISF
pseudoszechwaniens/wrf_hydro_nwm_public
WRF-Hydro model code
pseudoszechwaniens/RVIC
RVIC Streamflow Routing Model
pseudoszechwaniens/EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
pseudoszechwaniens/self-attention-cv
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
pseudoszechwaniens/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pseudoszechwaniens/SPRNT
a river dynamics simulator
pseudoszechwaniens/NCEPlibs
This is a fork of the NCEP NWP production libraries required to compile NCEP models. This is an unofficial, out-of-date version of the libraries maintained for back-compatibility with older versions of UPP with WRF; UFS users should refer to the official NCEPLIBS repository: https://github.com/NOAA-EMC/NCEPLIBS
pseudoszechwaniens/SACSMA-SNOW17
Original SACSMA-Snow17 Fortran Code
pseudoszechwaniens/pysedsim
An Open Source Reservoir and Sediment Simulation Screening Framework for Identifying and Evaluating Dam Siting, Design, and Operation Alternatives
pseudoszechwaniens/Pytorch-STN
Spatial Transformer Networks in Pytorch.
pseudoszechwaniens/ealstm_regional_modeling
The Proper Care and Feeding of CAMELS: How Limited Training Data Affects Streamflow Prediction
pseudoszechwaniens/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
pseudoszechwaniens/NoahLSM
pseudoszechwaniens/AGU2018
Do internals of neural networks make sense in the context of hydrology?