Tutorials

• Elliptic tutorial
  • Tutorial Outline
  • Install FinTorch package
  • Optional: colab Kaggle setups
  • Dataset background
  • Transaction graph
  • Loading the data
  • Exploration
  • Simple model
  • The Actor-Transaction graph
  • Simple hetero model
  • Conclusion
  • References
• GraphBEAN: A Powerful Tool for Anomaly Detection on Bipartite Graphs
  • Introduction
  • Install FinTorch
  • Code
  • Conclusion
• Downloading and Analyzing Stock Data with fintorch
  • Overview
  • Step-by-Step Explanation
  • Integration with neuralforecast
  • Understanding yfinance
  • Conclusion
  • Next Steps
• Time Series Forecasting with FinTorch and NeuralForecast
  • Prerequisites
  • Optional: colab Kaggle setup
  • Dataset Background
  • Importing Libraries
  • Loading the AuctionDataset
  • Defining Model Parameters
  • Initializing the Models
  • Preparing the Data
  • Performing Cross-Validation
  • Evaluating the Models
  • Making Predictions on the Test Set
  • Conclusion
• Forecasting in real-world financial market data
  • WARNING
  • Setup
  • Defining parameters
  • Dataloading
  • Models
  • Cross-validation
  • Evaluation
  • Conclusion
• Financial documents
  • FUNSD dataset
  • Annotation
  • Loading the dataset
  • Conclusion
  • References
• Temporal Fusion Transformers
  • Datasets
  • Conclusion
  • References