Alternatives and similar repositories for mts-lstm:

Users that are interested in mts-lstm are comparing it to the libraries listed below

• kratzert / lstm_for_pub
  Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
  ☆44Updated 3 years ago
• ahernanzl / pyClim-SDM
  Statistical Downscaling for Climate Change Projections with a Graphical User Interface
  ☆30Updated last month
• kratzert / pangeo_lstm_example
  Example notebook, showing how to use LSTMs for rainfall-runoff modeling
  ☆66Updated 2 years ago
• andersonsam / cnn_lstm_era
  Code used in the study "Evaluation and interpretation of convolutional long-short term memory networks for regional hydrological modellin…
  ☆20Updated 2 years ago
• huangzq681 / YRB_heatwave_2023
  Python code and Jupyter notebooks support the manuscript "Relative contributions of large-scale atmospheric circulation dynamics and anth…
  ☆16Updated last year
• amacd31 / gr4j
  GR4J rainfall runoff model implemented in Python
  ☆37Updated 4 years ago
• KIT-HYD / Hy2DL
  Hybrid Hydrological modeling using Deep Learning methods
  ☆22Updated this week
• geek-yang / DLACs
  A library designed to implement deep learning algorisms to climate data for weather and climate prediction.
  ☆20Updated 2 years ago
• haozhen315 / CCAM-China-Catchment-Attributes-and-Meteorology-dataset
  Accompanying code for CCAM dataset
  ☆19Updated 11 months ago
• uihilab / HydroLSTM
  LSTM Data and Model for Streamflow Forecasting
  ☆31Updated 2 years ago
• PREP-NexT / global-drought-recovery
  Quantification of global drought recovery probability based on Vine Copula
  ☆14Updated 11 months ago
• julherest / drought_clusters
  Code used to identify and analyze drought clusters from gridded data.
  ☆23Updated 2 years ago
• OuyangWenyu / hydrodataset
  Datasets downloader and reader for Hydrologic Modeling
  ☆21Updated last week
• kratzert / ealstm_regional_modeling
  Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied…
  ☆89Updated 4 years ago
• leelew / HybridHydro
  Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…
  ☆14Updated last year
• osungmin / paper_NCEE2024_FlashDrought
  Paper scripts for O and Park (Nature Commun. Earth Environ, 2024)
  ☆10Updated 11 months ago
• TOSSHtoolbox / TOSSH
  Toolbox for Streamflow Signatures in Hydrology (TOSSH)
  ☆31Updated 11 months ago
• steidani / FireDanger
  Forest Fire Danger - Calculation of indices for forest fire risk assessment in weather and climate data
  ☆26Updated 3 years ago
• adrHuerta / drought_features
  run theory to characterize drought indices
  ☆18Updated 3 years ago
• XiaogangHe / GPM-Downscaling
  Machine learning based methods for satellite precipitation downscaling
  ☆15Updated 7 years ago
• xiejx5 / baseflow
  12 baseflow separation methods with automatic parameter calibration
  ☆23Updated 4 months ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆43Updated 3 years ago
• sopanpatil / exp-hydro
  EXP-HYDRO Hydrological Model
  ☆25Updated 11 months ago
• Ambrosys / climatelearn
  El nino forecast based on a few machine learning methods
  ☆24Updated 8 years ago
• thodson-usgs / ratingcurve
  A Python library for fitting streamflow rating curves.
  ☆19Updated 7 months ago
• johnrobertcraven / hbv_hydromodel
  Python implementation of the HBV Hydrological Model
  ☆19Updated 5 years ago
• oreopie / physics-aware-dl
  Keras implementation for our paper "Improving AI system awareness of geoscience knowledge"
  ☆14Updated 4 years ago
• UW-SASWE / RAT
  Reservoir Assessment Tool
  ☆25Updated this week
• OpheliaMiralles / wind-downscaling-gan
  ☆30Updated last year
• osungmin / paper_SciData2021_SoMo_v1
  Paper scripts for O and Orth (Scientific Data, 2021)
  ☆13Updated 3 years ago