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/noahmp
Noah-MP Community Repository
pseudoszechwaniens/analytic_gw_book
This repository contains the Python code of "Analytical Groundwater Modeling: Theory and Applications Using Python" by Mark Bakker and Vincent Post
pseudoszechwaniens/bdp-data-docs
This repository contains documents related to the NOAA Big Data Program.
pseudoszechwaniens/bootcamp_basic_model_interface
Training material for the Basic Model Interface, connecting models in the Nextgen Framework
pseudoszechwaniens/CALFEWS
pseudoszechwaniens/CaMa-Flood_v4
CaMa-Flood_v4 development master
pseudoszechwaniens/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
pseudoszechwaniens/causalml
Uplift modeling and causal inference with machine learning algorithms
pseudoszechwaniens/causalnex
A Python library that helps data scientists to infer causation rather than observing correlation.
pseudoszechwaniens/CloudInfra
NextGen In A Box: NextGen Framework National Water Model Community Release
pseudoszechwaniens/DHSVM-PNNL
pseudoszechwaniens/hrldas
HRLDAS (High Resolution Land Data Assimilation System)
pseudoszechwaniens/hydrofabric
hydrofabric meta-package
pseudoszechwaniens/hydrotools
Suite of tools for retrieving USGS NWIS observations and evaluating National Water Model (NWM) data.
pseudoszechwaniens/inundation-mapping
Flood inundation mapping and evaluation software configured to work with U.S. National Water Model.
pseudoszechwaniens/jupyter-book
Create beautiful, publication-quality books and documents from computational content.
pseudoszechwaniens/LISF-1
Land Information System Framework
pseudoszechwaniens/long-short-term-transformer
[NeurIPS 2021 Spotlight] Official implementation of Long Short-Term Transformer for Online Action Detection
pseudoszechwaniens/LT4HALA
<u><a href="https://circse.github.io/LT4HALA/" style="color: white">Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA)</a></u>
pseudoszechwaniens/MetPy
MetPy is a collection of tools in Python for reading, visualizing and performing calculations with weather data.
pseudoszechwaniens/nsf-proposal-latex-samples
LaTeX samples for NSF Research.gov Proposal Submission. For more information about Research.gov Proposal Submission visit https://www.research.gov/research-web/content/aboutpsm Feedback syee@nsf.gov
pseudoszechwaniens/PyTOPKAPI
The official PyTOPKAPI repository
pseudoszechwaniens/ras2fim
Creation of flood inundation raster libraries and rating curves from HEC-RAS models.
pseudoszechwaniens/reservoirpy
A simple and flexible code for Reservoir Computing architectures like Echo State Networks
pseudoszechwaniens/RSTT
Official pytorch implementation of paper "RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution"
pseudoszechwaniens/shap
A game theoretic approach to explain the output of any machine learning model.
pseudoszechwaniens/UEB
Utah Energy Balance Snowmelt Model
pseudoszechwaniens/VICResOpt
VIC-ResOpt: Optimizing water reservoir Operations in the Variable Infiltration Capacity model
pseudoszechwaniens/wrf-python
A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.
pseudoszechwaniens/wrf_hydro_training
Jupyter notebooks for WRF-Hydro trainings