Alternatives and similar repositories for lstm_for_pub

Users that are interested in lstm_for_pub are comparing it to the libraries listed below

• gauchm / mts-lstm

  View on GitHub
  Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network
  ☆39Apr 19, 2021Updated 4 years ago
• CH-Earth / gumboot

  View on GitHub
  R code for Clark et al. (2020) "The abuse of popular performance metrics in hydrologic modeling"
  ☆14Dec 4, 2025Updated 2 months ago
• jsta / wql

  View on GitHub
  Water Quality - Lite : Exploring Water Quality Monitoring Data
  ☆12Sep 24, 2025Updated 4 months ago
• kratzert / ealstm_regional_modeling

  View on GitHub
  Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…
  ☆104May 14, 2020Updated 5 years ago
• andersonsam / cnn_lstm_era

  View on GitHub
  Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…
  ☆23Oct 12, 2022Updated 3 years ago
• kratzert / pangeo_lstm_example

  View on GitHub
  Example notebook, showing how to use LSTMs for rainfall-runoff modeling
  ☆71Aug 22, 2022Updated 3 years ago
• kratzert / AGU2018

  View on GitHub
  Do internals of neural networks make sense in the context of hydrology?
  ☆25Oct 29, 2019Updated 6 years ago
• gcoelho2 / precip_change

  View on GitHub
  Coelho, G. de A. et al. (2022) Potential Impacts of Future Extreme Precipitation Changes on Flood Engineering Design across the Contiguou…
  ☆11Mar 30, 2022Updated 3 years ago
• hzambran / SWAT2R

  View on GitHub
  Input/Output functions for pre- and post-processing SWAT (hydrological model) files in R
  ☆11May 20, 2017Updated 8 years ago
• naddor / camels

  View on GitHub
  Catchment Attributes and Meteorology for Large-sample Studies
  ☆38Jul 5, 2023Updated 2 years ago
• markwh / streamstats

  View on GitHub
  R functions to access USGS Streamstats API
  ☆17Sep 27, 2021Updated 4 years ago
• cvitolo / curvenumber

  View on GitHub
  curvenumber: an R package to calculate Base Flow Index and Curve Number for gauged and ungauged river catchments
  ☆15Mar 27, 2022Updated 3 years ago
• jnelson18 / TranspirationEstimationAlgorithm

  View on GitHub
  A method of estimating transpiration directly from carbon, water, and energy fluxes, such as eddy covariance datasets
  ☆14Apr 13, 2023Updated 2 years ago
• neuralhydrology / neuralhydrology

  View on GitHub
  Python library to train neural networks with a strong focus on hydrological applications.
  ☆504Jan 14, 2026Updated last month
• sopanpatil / exp-hydro

  View on GitHub
  EXP-HYDRO Hydrological Model
  ☆28Feb 2, 2024Updated 2 years ago
• kratzert / Caravan

  View on GitHub
  A global community dataset for large-sample hydrology
  ☆243Jul 24, 2025Updated 6 months ago
• uihilab / HydroLSTM

  View on GitHub
  LSTM Data and Model for Streamflow Forecasting
  ☆44May 25, 2025Updated 8 months ago
• mhpi / hydroDL

  View on GitHub
  ☆229Feb 4, 2026Updated last week
• NOAA-OWP / lstm

  View on GitHub
  ☆16Oct 2, 2025Updated 4 months ago
• hydromad / hydromad

  View on GitHub
  Hydrological Model Assessment and Development
  ☆34Jun 21, 2024Updated last year
• DOI-USGS / ncdfgeom

  View on GitHub
  NetCDF-CF Geometry and Timeseries Tools for R: https://code.usgs.gov/water/ncdfgeom
  ☆19May 19, 2025Updated 8 months ago
• oreopie / physics-aware-dl

  View on GitHub
  Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
  ☆15Nov 2, 2020Updated 5 years ago
• CUG-hydro / HydroTools.R

  View on GitHub
  CUG水文气象学--函数库
  ☆19Sep 5, 2025Updated 5 months ago
• mkoohafkan / rivr

  View on GitHub
  An R package for open-channel hydraulics
  ☆20Sep 3, 2024Updated last year
• sdtaylor / pyPRISMClimate

  View on GitHub
  Python interface to PRISM Climate Data - http://prism.oregonstate.edu/
  ☆21Sep 14, 2021Updated 4 years ago
• eWaterCycle / ewatercycle

  View on GitHub
  Python package for running hydrological models
  ☆38Feb 2, 2026Updated last week
• floybix / hydromad

  View on GitHub
  Hydrological Model Assessment and Development
  ☆24Mar 7, 2019Updated 6 years ago
• oscarperezpriego / ETpartitioning

  View on GitHub
  Partitioning eddy covariance ET using optimal approaches
  ☆10May 11, 2019Updated 6 years ago
• cran-task-views / Hydrology

  View on GitHub
  CRAN Task View: Hydrology
  ☆140Jan 9, 2026Updated last month
• rchlumsk / RavenR

  View on GitHub
  R package for handling Raven hydrologic modelling framework inputs, outputs, and diagnostics
  ☆40Dec 6, 2025Updated 2 months ago
• NOAA-OWP / hydrotools

  View on GitHub
  Suite of tools for retrieving USGS NWIS observations and evaluating National Water Model (NWM) data.
  ☆65Jul 30, 2025Updated 6 months ago
• DOI-USGS / HASP

  View on GitHub
  Hydrologic AnalySis Package. See official source code: https://doi-usgs.github.io/HASP/
  ☆19Dec 2, 2025Updated 2 months ago
• DOI-USGS / pyPRMS

  View on GitHub
  Python library for working with PRMS
  ☆12Updated this week
• DrylandEcology / rSOILWAT2

  View on GitHub
  A R package for SOILWAT2
  ☆11Jan 23, 2026Updated 3 weeks ago
• ks905383 / xagg_archived

  View on GitHub
  Aggregating gridded data (xarray) to polygons
  ☆34May 14, 2021Updated 4 years ago
• gwmodeling / challenge

  View on GitHub
  Groundwater Time Series Modeling Challenge
  ☆68Jan 24, 2025Updated last year
• wknoben / MARRMoT

  View on GitHub
  Modular Assessment of Rainfall-Runoff Models Toolbox - Matlab code for 47 conceptual hydrologic models
  ☆125Oct 2, 2024Updated last year
• UW-Hydro / VIC_sample_data

  View on GitHub
  ☆23Aug 13, 2019Updated 6 years ago
• yutannihilation / ggsflabel

  View on GitHub
  Labels for 'sf' with 'ggplot2'
  ☆60Feb 3, 2023Updated 3 years ago