An Ensemble DL Model Tuned with Genetic Algorithm for Oil Production Forecasting.
☆80Jul 28, 2023Updated 3 years ago
Alternatives and similar repositories for GA-TCN-LSTM
Users that are interested in GA-TCN-LSTM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- time series forecasting with TCN and RNN neural networks in Darts☆13Nov 1, 2021Updated 4 years ago
- ☆17Jan 6, 2022Updated 4 years ago
- Predict oil production over time☆12Jan 19, 2023Updated 3 years ago
- ☆29Dec 30, 2024Updated last year
- CEEMDAN_LSTM is a Python project for decomposition-integration forecasting models based on EMD methods and LSTM.☆303Mar 3, 2025Updated last year
- 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.
- ☆16Nov 3, 2022Updated 3 years ago
- Temporal Convolutional Neural Net for stock selection, using a Genetic Algorithm for feature selection☆33Oct 12, 2020Updated 5 years ago
- ☆50Jun 15, 2021Updated 5 years ago
- Undergraduate thesis, Seoul National University Dept. of Economics — "Modeling Volatility and Risk Spillover Between the Financial Market…☆23Jul 23, 2026Updated 3 weeks ago
- ☆12Oct 8, 2022Updated 3 years ago
- GA，PSO，LSTM...☆25May 11, 2018Updated 8 years ago
- Multivariate Time Series Prediction using Keras (CNN BiLSTM Attention)☆103Nov 6, 2020Updated 5 years ago
- Replication and extension of paper on Conditional Value at Risk (CoVaR) by Adrian and Brunnermeier.☆24Nov 14, 2020Updated 5 years ago
- 比较 TCN、GRU、GCN、TGCN、 TCN+GCN 在 交通流量预测方面的准确率效果。☆145Jun 11, 2021Updated 5 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.
- Experimenting with generating synthetic data using ydata-synthetic☆37Sep 7, 2021Updated 4 years ago
- Data science and machine learning are fast-paced emerging technologies across all industries including oil and gas. The oil and gas indus…☆49Jan 28, 2023Updated 3 years ago
- This repo holds the implementation the paper 'Forecasting gold price using a novel hybrid model with ICEEMDAN and LSTM-CNN-CBAM', by Yanh…☆56Jul 12, 2022Updated 4 years ago
- Forcasting tbats☆13Aug 29, 2022Updated 3 years ago
- ☆99Mar 25, 2023Updated 3 years ago
- CEEMDAN-VMD-LSTM Forecasting model (a light version of CEEMDAN_LSTM)☆108Aug 30, 2022Updated 3 years ago
- The Code of Time series prediction using sparse autoencoder and high-order fuzzy cognitive maps☆21Jun 8, 2021Updated 5 years ago
- ☆13Apr 21, 2021Updated 5 years ago
- Sequence clustering using k-means with dynamic time warping (DTW) and Damerau-Levenshtein distance as similarity measures☆20Aug 16, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Portfolio management using automated stock selection through the use of Machine Learning techniques☆13Jul 29, 2020Updated 6 years ago
- Forecasting the power generated by wind turbines using Deep Neural Networks and Clustering Approach☆22Feb 23, 2022Updated 4 years ago
- Philliec459 / Altair-used-to-Visualize-and-Interrogate-well-by-well-Production-Data-from-Volve-FieldThe objective of this project is to interactively interrogate oil field production data using Altair☆17Sep 4, 2024Updated last year
- 此项目包括数据的预处理、使用GM(1,1)和BP神经网络模型进行数据分析和预测，以及结果的可视化展示。项目旨在展示如何结合传统的机器学习方法和深度学习技术来进行时间序列预测。☆11Mar 22, 2024Updated 2 years ago
- This is a repository that groups a diverse set of machine learning models that I have created, tackling problematics in the oil and gas i…☆16Dec 9, 2022Updated 3 years ago
- TCN-LSTM Motor Vibration Fault Diagnosis Model☆42Aug 8, 2024Updated 2 years ago
- Developing Deep learning LSTM, BiLSTM models, and NeuralProphet for multi-step time-series forecasting of stock price.☆79Feb 15, 2022Updated 4 years ago
- The PyTorch implementation of "Modeling Financial Time Series using LSTM with Trainable Initial Hidden States"☆11Jul 15, 2020Updated 6 years ago
- Project code for stock index forecasting☆11Jan 4, 2021Updated 5 years ago
- AI Agents on 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.
- Pressure and Rate Transient Analysis for Oil & Gas - Solution of Diffusivity Equation for Single Phase Problems Using Laplace Transfor☆11Apr 10, 2016Updated 10 years ago
- Short-term Air Quality Prediction Based on EMD-Transformer-BiLSTM☆49Mar 3, 2024Updated 2 years ago
- ☆38Mar 25, 2021Updated 5 years ago
- Energy production of photovoltaic (PV) system is heavily influenced by solar irradiance. Accurate prediction of solar irradiance leads to…☆17Aug 30, 2020Updated 5 years ago
- 基于深度学习方法的地铁短时客流预测__notebook代码实现☆18Apr 19, 2023Updated 3 years ago
- ☆14May 8, 2025Updated last year
- a flexibility oriented stochastic scheduling framework is presented to evaluate short-term reliability and economic of islanded microgri…☆12Apr 29, 2022Updated 4 years ago