FinAILab-templates

Plug and Play templates for Financial AI/ML applications

Note

Just do “!git clone https://github.com/tatsath/fin-ml.git” in your FinAILab’s platform to get all the templates.

Key highlights

• Exhaustive set of across Financial AI/ML applications and AI/ML types

• Use the entire template or select sections, just plug in the data and build models.

• For more details refer to our book Blueprints of Machine Learning and Data Science in Finance.

Templates by AI/ML Type

• Supervised - Regression
• Supervised - Classification
• Unsupervised - Dimensionality Reduction
• Unsupervised - Clustering
• Natural Language processing

Templates by Application

• Algorithic Trading
• Portfolio Management
• Derivative Pricing aand Hedging
• Asset Price Prediction
• Fraud Detection and Lending

Contributing

To any interested in making the FinAIML Projects better, there are still some improvements that need to be done. A full TODO list is available in the roadmap.

If you want to contribute, please go through CONTRIBUTING.md first.

Indices and tables

• Index

• Search Page

• Module Index