Stars
IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine
A python code for plotting Taylor diagram allowing the analysis of the agreement, the mean error and the standard deviation of the estimated data of a parameter/variable with respect to the observa…
This project is based on the scientific paper "Physiologically Based Toxicokinetic (PBTK) Modeling in Ecotoxicology" by Kannan Krishnan and Thomas Peyret. The paper provides quantitative descriptio…
This project repository is connected to the journal article ‘A Novel Multi-Species Toxicokinetic Modeling Approach in Support of Chemical Risk Assessment’ by Mangold-Döring et al. 2021. The key ele…
Read and plot Soil and Water Assessment Tool (SWAT) Model results
Data imputations library to preprocess datasets with missing data
A Python package for survival analysis. The most flexible survival analysis package available. SurPyval can work with arbitrary combinations of observed, censored, and truncated data. SurPyval can …
EM algorithm for censored data from a Gamma distribution
A Python implementation of truncated and censored data EM algorithm
This repository contains the files for the online HSPF-Training hosted by DSI
Python extensions to the Hydrological Simulation Program in Fortran (HSPF), including classes for gathering input data, building input files, performing simulations, postprocessing results, calibra…
A toolset for connecting the OSTRICH optimization software toolkit with the SWMM simulation model.
Manipulation and analysis of geometric objects
A set of python programs that can be run on the command line to prepare any LISFLOOD-FP simulation
Model repository of LISFLOOD-FP model version 5.9 with Basic Model Interface (BMI) functionality
Source code of a simple implementation of hillslope-link hydrologic model and small dam operation codes
LSTM Data and Model for Streamflow Forecasting
Client-side implementation of the Hillslope Link Model (HLM) for rainfall-runoff modelling
Parflow is an open-source parallel watershed flow model.
h294liu / pyviscous
Forked from CH-Earth/pyviscousPython codes to implement the VISCOUSm framework
Air pollution prediction based on improved Informer model: a case study applied to the Yan'an city of China
Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.
transformer for time series
Implementation of Transformer model (originally from Attention is All You Need) applied to Time Series.
Must-read Papers on Physics-Informed Neural Networks.