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

Lisflood OS - LISFLOOD

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.

Python 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.

Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.

PINN in solving Navier–Stokes equation

An automated subcatchment generator for SWMM5 model

Plugin generator for creating QGIS Python plugins (QGIS 3 version is now in master)

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

Python ProxyPool for web spider

An Efficient ProxyPool with Getter, Tester and Server

A Free and Open Source Python Library for Multiobjective Optimization

Compare results from MIKE and other simulations with measurements