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 5 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:
- Kaggle M5 competition, ranked 292/5589 (top 5%).☆12Jul 10, 2022Updated 3 years ago
- Official repo to paper☆12Jan 15, 2023Updated 3 years ago
- In this repository i have implemented various Deep Learning multivariate and multiheaded time series forecasting models . Apart from that…☆22Sep 17, 2020Updated 5 years ago
- Using K-NN, SVM, Bayes, LSTM, and multi-variable LSTM models on time series forecasting☆53Jun 29, 2019Updated 6 years ago
- ☆10Sep 18, 2021Updated 4 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [Applied Intelligence] Principal Graph Embedding Convolutional Recurrent Network for Traffic Flow Prediction☆14May 7, 2022Updated 3 years ago
- code of DeepGWC: A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification☆18Jul 26, 2023Updated 2 years ago
- ☆14Mar 27, 2023Updated 3 years ago
- ☆11Nov 8, 2021Updated 4 years ago
- NN-EMD framework: efficiently training neural networks using encrypted multi-sourced datasets☆14Jun 6, 2021Updated 4 years ago
- Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting☆32Jul 27, 2020Updated 5 years ago
- ☆18Sep 26, 2021Updated 4 years ago
- A comprehensive gear eccentricity dataset with multiple fault severity levels: Description, characteristics analysis, and fault diagnosis…☆12Feb 6, 2026Updated last month
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆50Aug 11, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Implementation of bagging-based ensemble for solar irradiance prediction. Base learners used in ensemble learning is stacked-LSTM☆13Aug 28, 2020Updated 5 years ago
- Apply machine learning algorithms in the financial market. Ensemble Model, including XGBoost, LightGBM, CNN, ResNet and LSTM.☆10Jun 5, 2022Updated 3 years ago
- Physical-knowledge-Guided and Explainable CNNs for Gear Fault Severity Level Diagnosis☆20Feb 6, 2026Updated last month
- This repository implements some popular neural network time series forcasting solution with comprehensive comments and tensor shape expla…☆23Jul 8, 2020Updated 5 years ago
- ☆11Nov 21, 2023Updated 2 years ago
- IDBO算法：DBO改进算法，收敛更快，寻优更强☆13Sep 23, 2023Updated 2 years ago
- Code, notebooks and examples that accompany papers and presentations from SAS Global Forum 2021☆10Jun 4, 2021Updated 4 years ago
- Code repository for "Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forec…☆16Dec 30, 2019Updated 6 years ago
- Ghi chép trong quá trình tìm hiểu Prometheus, cảnh báo qua sms, telegram, slack, gmail☆13Sep 17, 2022Updated 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.
- ☆10Jan 24, 2021Updated 5 years ago
- EMD-VMD-TCN short-term load forecasting☆15Jun 10, 2023Updated 2 years ago
- ☆15Dec 11, 2023Updated 2 years ago
- To increase the prediction accuracy by using EMD with LSTM an MLP networks.☆13Nov 22, 2020Updated 5 years ago
- A sequential combination of LSTM and MLP for the prediction of cutterhead torque for TBM.☆13Mar 30, 2021Updated 4 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
- Source code and data for "Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures…☆19Jul 3, 2024Updated last year
- list of papers, code, and other resources☆10Feb 6, 2021Updated 5 years ago
- ☆24Updated this week
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This library summarizes the sate-of-the-art explainable intelligent fault diagnosis methods.☆25Nov 23, 2025Updated 4 months ago
- Intersecting machining feature localisation and recognition via single shot multibox detector☆14Dec 12, 2024Updated last year
- sehua堂的新帖推送☆10Oct 31, 2024Updated last year
- Course project☆15Apr 20, 2023Updated 2 years ago
- Course project of SJTU CS3319: Foundations of Data Science, 2023 spring☆12Jun 22, 2023Updated 2 years ago
- Change point and anomaly detections for time-series☆18Nov 15, 2017Updated 8 years ago
- This project aims to give you an introduction to how Seq2Seq based encoder-decoder neural network architectures can be applied on time se…☆43Feb 21, 2019Updated 7 years ago