A time series forecasting project from Kaggle that uses Seq2Seq + LSTM technique to forecast the headcounts. Detailed explanation on how the special neural network structure works is provided.
☆27Apr 27, 2020Updated 6 years ago
Alternatives and similar repositories for Time-Series-Forcasting-Seq2Seq
Users that are interested in Time-Series-Forcasting-Seq2Seq are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR'22 Image Matching Workshop (IMW) Top6%] Propose a model registering two images from diverse viewpoints with coarse-to-fine attentio…☆15Oct 3, 2023Updated 3 years ago
- Using adversarial training to improve forecasts of data-driven surrogate models☆19Jul 9, 2021Updated 5 years ago
- 加了attention机制的多特征lstm预测模型☆11Apr 22, 2024Updated 2 years ago
- Kaggle M5 competition, ranked 292/5589 (top 5%).☆13Jul 10, 2022Updated 4 years ago
- pm2.5 prediction code using LSTM and CNN hybrid model☆25Apr 6, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- In this repository i have implemented various Deep Learning multivariate and multiheaded time series forecasting models . Apart from that…☆22Sep 17, 2020Updated 6 years ago
- Air Quality Predictions with a Semi-Supervised Bidirectional LSTM Neural Network☆26Sep 28, 2021Updated 5 years ago
- A Practical Approach to Timeseries Forecasting using Python, published by Packt☆17Dec 15, 2025Updated 10 months ago
- Official repo to paper☆12Jan 15, 2023Updated 3 years ago
- Multivariate timeseries similarity compare, MTS, DTW, PCA, CPCA☆27Aug 14, 2019Updated 7 years ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆53Jun 29, 2019Updated 7 years ago
- Use TimeGPT to predict cloud costs and detect anomalies.☆12Oct 18, 2023Updated 3 years ago
- ☆10Sep 18, 2021Updated 5 years ago
- ARC Humanoid Robot Training for Isaac Lab☆13Jul 25, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- GRU‐based Seq2seq Attention (GSA) model for streamflow prediction.☆10Oct 26, 2023Updated 3 years ago
- ☆10Nov 8, 2021Updated 4 years ago
- Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph S…☆24Nov 21, 2022Updated 3 years ago
- PyTorch implementation of LSTM-FCN model for univariate time series classification.☆28Apr 15, 2024Updated 2 years ago
- Apply machine learning algorithms in the financial market. Ensemble Model, including XGBoost, LightGBM, CNN, ResNet and LSTM.☆11Jun 5, 2022Updated 4 years ago
- ☆14Mar 27, 2023Updated 3 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆33Jul 27, 2020Updated 6 years ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 5 years ago
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction☆14May 7, 2022Updated 4 years 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.
- NN-EMD framework: efficiently training neural networks using encrypted multi-sourced datasets☆14Jun 6, 2021Updated 5 years ago
- ☆18Sep 26, 2021Updated 5 years ago
- Application guidance of deep learning models(CNN, RNN, LSTNet and so on) on time series data☆28Oct 31, 2019Updated 7 years ago
- Implementation of bagging-based ensemble for solar irradiance prediction. Base learners used in ensemble learning is stacked-LSTM☆14Aug 28, 2020Updated 6 years ago
- This repo contains some object detection algorithms and techniques (Not ML algorithms). This is aimed to get coordinates, width, height, …☆12Nov 26, 2020Updated 5 years ago
- This repository implements some popular neural network time series forcasting solution with comprehensive comments and tensor shape expla…☆23Jul 8, 2020Updated 6 years ago
- ☆14Oct 14, 2021Updated 5 years ago
- ☆31Jun 29, 2019Updated 7 years ago
- 清华大学出版社签约,《AI驱动下的量化策略构建》图书配套相关代码与参考资料☆12May 8, 2024Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Bayesian Changepoint detection implementation applied to a number of examples☆15May 30, 2020Updated 6 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆51Aug 11, 2023Updated 3 years ago
- Predictive analysis of the OLMAR algorithm☆13Dec 30, 2016Updated 9 years ago
- sehua堂的新帖推送☆10Oct 31, 2024Updated 2 years ago
- Tutorials to GPU programming. Reading notes.☆19Apr 27, 2023Updated 3 years ago
- Code, notebooks and examples that accompany papers and presentations from SAS Global Forum 2021☆10Jun 4, 2021Updated 5 years ago
- To increase the prediction accuracy by using EMD with LSTM an MLP networks.☆12Nov 22, 2020Updated 5 years ago