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Fintech Society ML - Open Banking

Table of Contents

Project Structure

.
├── data
│   ├── raw
│   ├── intermediate
│   ├── processed
│   └──  temp
├── results
│   ├── outputs
│   ├── models
│   └──  weights
├── documents
│   ├── docs
│   ├── images
│   └── references
├── notebooks               <- notebooks for explorations / prototyping
│   ├── news
│   └──  signal
├── src                     <- all source code, internal org as needed
│   ├── train_lstm
│   └──  train_bert

Notes

  1. Model weights: Please download the following model weights and place them in the weights folder
    1. Link

Installation

  1. Clone this repo as follows

    git clone <THIS_REPO_SSH/HTTPS> 
  2. Create the virutal environment

    conda create -n openbank python=3.7.11
  3. Activate the virutal environment

    conda activate openbank
  4. Install the requirements by running

    python3 -m pip install -r requirements.txt

Usage

Demo

Video Demo of Application

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  • Jupyter Notebook 95.3%
  • PureBasic 4.4%
  • Python 0.3%