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
- ☆12Feb 7, 2021Updated 5 years ago
- The source code of the model: Multi-Scale Graph Convolutional Network with Contrastive-Learning enhanced Self-attention Pooling (MSGCN-CS…☆18May 12, 2026Updated 4 months ago
- This repository houses the datasets/resources used in paper "ChatGPT Informed Graph Neural Network for Stock Movement Prediction". Dive i…☆51Sep 18, 2023Updated 3 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.
- ☆30Apr 24, 2021Updated 5 years ago
- ☆10Aug 14, 2020Updated 6 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
- Series of articles covering probabilistic approaches to deep learning.☆10Jan 17, 2023Updated 3 years ago
- Notebooks for the ENCCS Graph Neural Networks and Transformers workshop☆16Apr 19, 2023Updated 3 years ago
- 论文《基于机理模型的旋转机械领域自适应故障诊断》验证案例的代码和数据☆10Jan 5, 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.
- the python implementation of popular ZSL methods☆12Jun 28, 2019Updated 7 years ago
- Final project repo for UCLA CS 267A☆13Aug 29, 2020Updated 6 years ago
- ☆36Sep 25, 2021Updated 4 years ago
- A Dual-View Network For Imbalanced Fault Diagnosis of Rotating Machinery☆11Aug 29, 2023Updated 3 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)☆51May 25, 2026Updated 3 months ago
- ☆10Dec 5, 2022Updated 3 years ago
- Bearing_Fault_Diagnosis☆12Jul 1, 2025Updated last year
- Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction☆127Apr 15, 2024Updated 2 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.
- A notebook containing implementations of different graph deep node embeddings along with benchmark graph neural network models in tensorf…☆13Jul 17, 2021Updated 5 years ago
- ☆14Feb 14, 2021Updated 5 years ago
- VectorNet Code Replication,Contains mini data datasets that can be run directly,The visualization content will be updated in the future☆14Jun 28, 2024Updated 2 years ago
- 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
- Financial time series forecasting with multi-modality graph neural network☆55Jan 14, 2024Updated 2 years ago
- DCRNN的Pytorch实现☆10Jun 21, 2023Updated 3 years ago
- Adaptive Machine Learning-Based Stock Prediction using Financial Time Series Technical Indicators☆10Dec 21, 2019Updated 6 years ago
- State of Charge estimation for lithium-ion batteries using deep learning approach☆10May 12, 2024Updated 2 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.
- 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
- Relational Temporal Graph Convolutional Network for Ranking-based Stock Prediction☆53Jul 20, 2021Updated 5 years ago
- Traffic dataset for pems04 and pems08☆14Dec 22, 2025Updated 8 months ago
- Closing price prediction for BTC and ETH using LSTM, CNN-LSTM, BiLSTM, CNN-BiLSTM, and GRU☆35May 31, 2022Updated 4 years 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