Perform multivariate time series forecasting using LSTM networks and DeepLIFT for interpretation
☆88Jan 28, 2022Updated 4 years ago
Alternatives and similar repositories for deep-forecasting
Users that are interested in deep-forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Repository for Machine Learning and Deep Learning Models for Multivariate Time Series Forecasting☆19Oct 6, 2019Updated 6 years ago
- Forecasting exchange rates by using commodities prices☆10Oct 15, 2021Updated 4 years ago
- PyTorch code for DeepTime: Deep Time-Index Meta-Learning for Non-Stationary Time-Series Forecasting☆11Jan 9, 2023Updated 3 years ago
- A modification of traditional random forest for time-series forecasting☆13Apr 16, 2024Updated 2 years ago
- The aim of this repository is to merge several methods into one library to allow the user to establish the dynamics followed and to make …☆12Jan 19, 2023Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Valuing Real Options with Least Squares Monte Carlo in Python☆11Jan 14, 2018Updated 8 years ago
- ☆26Feb 9, 2025Updated last year
- this project is to implement different deep learning architectures and evaluate them based on their performance on the hour-ahead electri…☆28Apr 3, 2021Updated 5 years ago
- Exploring the relationships in the historical data of weather, wind generated electricity and electricity demand. Base on the analysis, u…☆13Oct 12, 2021Updated 4 years ago
- Daily Forecasting of New Cases for Regional Epidemics of Coronavirus Disease 2019 with Bayesian Uncertainty Quantification☆15May 5, 2022Updated 4 years ago
- Lexicon-based Sentiment Analysis for Economic and Financial Applications in R☆25Mar 6, 2024Updated 2 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆10Feb 22, 2022Updated 4 years ago
- Generation tool for offset-resistant audio adversarial examples against Deepspeech☆10Oct 5, 2020Updated 5 years ago
- This package generates power grid scenarios using GEMINI trained on historical grid asset actual and forecasted values.☆13Dec 8, 2025Updated 5 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Final Year Project☆24Jun 28, 2021Updated 4 years ago
- Bias Tests for Voice Technologies (bt4vt)☆11Jun 16, 2024Updated last year
- Crypto market data aggregator for order books, trades, liquidations, and open interest by depth levels. Experimental toy project — unsuit…☆14Jan 16, 2026Updated 4 months ago
- This repository contains a throughout explanation on how to create different deep learning models in Keras for multivariate (tabular) tim…☆138Jan 11, 2019Updated 7 years ago
- Awesome cheatsheets for Data Science☆12Sep 16, 2019Updated 6 years ago
- Course materials for 2489 Data Curation Course of Nova School of Business and Economics☆19Oct 27, 2018Updated 7 years ago
- ☆14Feb 4, 2022Updated 4 years ago
- ☆41Mar 31, 2022Updated 4 years ago
- Forecasting the spread of the novel coronavirus☆10Mar 1, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Multi-step Time Series Forecasting with ARIMA, LightGBM, and Prophet☆26Dec 5, 2024Updated last year
- A Hybrid Method of Exponential Smoothing and Recurrent Neural Networks for Multivariate Time Series Forecasting☆13Oct 25, 2022Updated 3 years ago
- sharpe is a unified, interactive, general-purpose environment for backtesting or applying machine learning(supervised learning and reinfo…☆51Oct 29, 2021Updated 4 years ago
- ☆14May 6, 2019Updated 7 years ago
- A python package for time series forecasting with scikit-learn estimators.☆163Apr 4, 2024Updated 2 years ago
- ICLR 2019 Paper, "Characterizing Audio Adversarial Examples using Temporal Dependency".☆12Apr 3, 2019Updated 7 years ago
- ☆16Mar 9, 2023Updated 3 years ago
- This is a Time Series repository were I store the many functions I use to create Time Series Forecasts☆16Dec 15, 2020Updated 5 years ago
- Real-time Bandwidth Prediction based on LSTM☆10Mar 19, 2025Updated last year
- 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.
- Using Time Series forecasting and analysis to predict Walmart Sales across 45 stores.☆20Feb 10, 2019Updated 7 years ago
- This repository contains the code for the paper "Exploiting Foundation Models and Speech Enhancement for Parkinson's Disease Detection fr…☆12Dec 19, 2025Updated 5 months ago
- Scanner that finds patterns in stocks/options/futures and discerns future risk/reward. Ie, money ball engine.☆24Aug 6, 2021Updated 4 years ago
- An intuitive library to plot evaluation metrics.☆17Oct 22, 2024Updated last year
- Code examples for pyFTS☆52Oct 1, 2019Updated 6 years ago
- In this project, I used least-square support vector machines (LS-SVM) for classification, function estimation, times-series prediction an…☆15May 14, 2016Updated 10 years ago
- official implementation of paper ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification☆14Mar 14, 2025Updated last year