rsyamil / cnn-regression
A simple guide to a vanilla CNN for regression, potentially useful for engineering applications.
☆48Updated 4 years ago
Alternatives and similar repositories for cnn-regression
Users that are interested in cnn-regression are comparing it to the libraries listed below
Sorting:
- Repo related to our AAAI 2021 paper "A spatio-temporal LSTM model to forecast across multiple temporal and spatial scales"☆30Updated 2 years ago
- Causality-structured LSTM (source code of "Causality-Structured Deep Learning for Soil Moisture Predictions", Journal of Hydrometeorology…☆20Updated 2 years ago
- Github page for: Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data☆36Updated last year
- TensorFlow implementation of a Multi-Input ConvLSTM for predicting flood extent.☆17Updated 3 years ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago
- 1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data☆60Updated 3 years ago
- Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic☆14Updated 3 years ago
- Meta Transfer Learning for Lake Temperature Prediction☆21Updated 4 years ago
- ☆51Updated 2 years ago
- This repository provides a Python3 Library with implementations of the Least-Squares Support Vector Machine (LS-SVM) machine learning mo…☆40Updated 3 years ago
- time series forecasting with image☆46Updated last year
- Code for the paper "Density-based weighting for imbalanced regression". Contains an implementation for our imbalanced regression method a…☆32Updated 3 years ago
- Web Interface for Wind Speed Prediction☆19Updated 2 years ago
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆19Updated 4 years ago
- ☆22Updated last year
- Python implementation of domain-invariant partial least squares regression (di-PLS)☆21Updated last week
- Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"☆33Updated 3 years ago
- Today satellites provide a surface signature of the temperature with a high spatial frequency: ie a good horizontal resolution but a low …☆13Updated 5 years ago
- ☆12Updated 3 years ago
- ConvLSTM for short-term precipitation forecasting.☆21Updated 6 years ago
- ☆23Updated last year
- ☆17Updated 11 months ago
- ☆35Updated 3 years ago
- A toy example of VAE-regression network☆72Updated 4 years ago
- Diffusion on the Clouds: Short-term solar energy forecasting with Diffusion Models☆42Updated last year
- Physics Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modelling☆23Updated 5 years ago
- Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic c…☆68Updated last year
- CNN for regression☆12Updated 6 years ago
- Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…☆15Updated 5 years ago
- Nonlinear Granger causality test based on random forest (source code of "A Causal Inference Model based on Random Forest to identify soil…☆7Updated 2 years ago