This repository contains code and notebooks for a project focused on cryptocurrency price prediction. The project aims to explore and compare different machine learning approaches, including graph neural networks (GNNs) and Long Short-Term Memory (LSTM) models, to forecast cryptocurrency prices accurately.
☆23Nov 11, 2024Updated last year
Alternatives and similar repositories for tgcn_lstm_for_crypto_forecasting
Users that are interested in tgcn_lstm_for_crypto_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:
- Price prediction for Crypto, Stock, and Index using Hybrid Graph Attention Network (GAT) and Long Short-Term Memory (LSTM) models on PyTo…☆20Dec 15, 2023Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Financial Technology.☆28Jan 4, 2022Updated 4 years ago
- Forecasting cryptocurrency price movements with graph neural networks.☆11Mar 13, 2020Updated 6 years ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆51Sep 18, 2023Updated 2 years ago
- ☆30Apr 24, 2021Updated 5 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.
- This github contains the implementation of the method proposed in MDGNN_BS paper☆13May 9, 2024Updated 2 years ago
- manipulating cointegrated pairs to achieve a market-neutral strategy that outperforms indices☆11Jan 12, 2021Updated 5 years ago
- A CNN-BiLSTM model for Li-ion battery state of health and remaining useful life prediction☆11Mar 25, 2024Updated 2 years ago
- a wavelet-based multifractal image analysis tool implementing the WTMM (Wavelet Transform Modulus Maxima) method.☆11Feb 1, 2020Updated 6 years ago
- The project focuses on prediction of RUL (Remaining Useful Life) of aircraft engine. The acitivity is carried out in PyTorch frameowrk us…☆11Dec 20, 2021Updated 4 years ago
- Learning Transferable Features with Deep Adaptation Networks☆12Jul 18, 2023Updated 3 years ago
- Notebooks for the ENCCS Graph Neural Networks and Transformers workshop☆16Apr 19, 2023Updated 3 years ago
- the python implementation of popular ZSL methods☆12Jun 28, 2019Updated 7 years ago
- Final project repo for UCLA CS 267A☆13Aug 29, 2020Updated 5 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.
- ☆36Sep 25, 2021Updated 4 years ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 2 years ago
- DGDATA: Deep Generative Domain Adaptation with Temporal Relation Attention Mechanism for Cross-User Activity Recognition☆10Aug 10, 2024Updated 2 years ago
- Interpretable Physics-informed Domain Adaptation Paradigm for Cross-machine Transfer Fault Diagnosis (故障诊断)☆50May 25, 2026Updated 2 months ago
- ☆10Dec 5, 2022Updated 3 years ago
- Bearing_Fault_Diagnosis☆12Jul 1, 2025Updated last year
- A python package to extract historical market data of cryptocurrencies and to calculate technical price indicators.☆18Oct 17, 2023Updated 2 years ago
- Unofficial Reproduction: Capacity estimation of lithium-ion batteries based on adaptive empirical wavelet transform and long short-term m…☆12Oct 28, 2024Updated last year
- ☆15Jan 25, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Source code of paper: Take an Irregular Route: Enhance the Decoder of Time-Series Forecasting Transformer☆14Mar 6, 2024Updated 2 years ago
- Financial time series forecasting with multi-modality graph neural network☆55Jan 14, 2024Updated 2 years ago
- DCRNN的Pytorch实现☆11Jun 21, 2023Updated 3 years ago
- Adaptive Machine Learning-Based Stock Prediction using Financial Time Series Technical Indicators☆10Dec 21, 2019Updated 6 years ago
- YooChoose challenge with GCN in Pytorch Geometric☆13May 8, 2020Updated 6 years ago
- ☆19Dec 3, 2024Updated last year
- ☆14Feb 15, 2023Updated 3 years ago
- Denoising method for C-MAPSS based on a denoising GAN. Includes other six denoising methods such as DAE, SG filter, etc.☆11Nov 2, 2022Updated 3 years ago
- ☆15May 28, 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.
- Traffic dataset for pems04 and pems08☆14Dec 22, 2025Updated 7 months ago
- Predicted a stock price close of a day based on the last 7 day’s time series data using Neural Network, LSTM and CNN. Found the best numb…☆11Feb 1, 2020Updated 6 years ago
- Custom version of LSTNet☆13Jul 18, 2021Updated 5 years ago
- Multimodal RAG-Based Product Recommendation System☆12Jun 7, 2025Updated last year
- A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments☆50Feb 8, 2023Updated 3 years ago
- ☆13Jan 5, 2024Updated 2 years ago
- Condition Based Maintenance Fault Database for Testing of Diagnostic and Prognostics Algorithms☆19Nov 26, 2024Updated last year