The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.
☆117Feb 13, 2020Updated 6 years ago
Alternatives and similar repositories for Deep-Forecast
Users that are interested in Deep-Forecast are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Wind speed prediction using machine learning algorithms and time-series models☆12Jun 27, 2015Updated 11 years ago
- Scientific time series and deep learning state of the art☆281Sep 30, 2020Updated 5 years ago
- Dual Staged Attention Model for Time Series prediction☆65Nov 12, 2017Updated 8 years ago
- A straightforward implementation of EGBM-based Generalized Additive Model☆13Oct 15, 2020Updated 5 years ago
- Forecasting air pollution using temporal attention mechanism in Beijing☆50Apr 1, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Keras-based library for analysis of time series data using deep learning algorithms.☆114Jan 26, 2018Updated 8 years ago
- ☆92Jun 19, 2018Updated 8 years ago
- ☆686Jun 7, 2023Updated 3 years ago
- ☆18Oct 28, 2025Updated 8 months ago
- CIKM contest entry 'Convolutional LSTM neural network to extrapolate radar images, and predict rainfall'☆197Nov 3, 2017Updated 8 years ago
- Predicting Air Pollution in Beijing, China using Deep Neural Nets☆62Mar 21, 2018Updated 8 years ago
- Deep Learning for NLP☆12Dec 7, 2022Updated 3 years ago
- Code for the paper "Spatio-Temporal Neural Networks for Space-Time Series Modeling and Relations Discovery"☆121Aug 31, 2019Updated 6 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,435Dec 9, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- a easy pytorch implement of GeoMAN☆70Mar 29, 2023Updated 3 years ago
- ☆208Jul 22, 2018Updated 8 years ago
- This repository contains the data pipeline code to create a dataset that shows the current and historic electricity generation by UK Bala…☆10May 29, 2024Updated 2 years ago
- ☆84May 23, 2022Updated 4 years ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆735Nov 29, 2018Updated 7 years ago
- Kaggle | Web Traffic Forecasting 📈☆668Jan 17, 2018Updated 8 years ago
- LSTM to predict wind speed☆55Nov 14, 2020Updated 5 years ago
- Singular Spectrum Analysis with additional power and phase analysis options for Python 2.x☆20Mar 13, 2015Updated 11 years ago
- A Keras library for multi-step time-series forecasting.☆184Apr 20, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Unofficial PyTorch implementation of MapNet: An Allocentric Spatial Memory for Mapping Environments☆12Jun 4, 2020Updated 6 years ago
- A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper☆178Apr 27, 2022Updated 4 years ago
- Code release for "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics" …☆156Nov 8, 2019Updated 6 years ago
- Machine learning forecast model for WxChallenge☆97Apr 10, 2020Updated 6 years ago
- Large-scale Bayesian variable selection for R and MATLAB.☆42Mar 22, 2023Updated 3 years ago
- repo for "Optimal Inference After Model Selection"☆15Apr 15, 2017Updated 9 years ago
- ☆17May 1, 2020Updated 6 years ago
- Satellite Hydrology Bits Analysis And Mapping (SHBAAM)☆28Jun 12, 2020Updated 6 years ago
- A deep learning project to classify brainwave signals.☆14Jan 27, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Automated Question-Answering Over Knowledge Graphs in O&M of Wind Turbines☆14Aug 16, 2022Updated 3 years ago
- Time series prediction using dilated causal convolutional neural nets (temporal CNN)☆239Jun 19, 2022Updated 4 years ago
- Factor in the predictors that may impact the power output generated from turbines.☆10Aug 19, 2018Updated 7 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆524Nov 7, 2019Updated 6 years ago
- A pytorch implementation of https://arxiv.org/abs/1903.01434☆12Jan 21, 2020Updated 6 years ago
- Machine Learning introductory tutorial☆12Sep 21, 2020Updated 5 years ago
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆95Mar 24, 2023Updated 3 years ago