zzhang2816 / finance

AREIX Assessment Project

1. The following packages need to be installed: python version: 3.8 pip install matplotlib_venn pip install seaborn pip install kmodes pip install autogluon conda install pytorch torchvision torchaudio

2. The following directories need to be created:

• proj
  • finance
    • model_save
    • Put the repository in this folder(git clone https://github.com/zzhang2816/finance.git)
  • data Put the csv files in this folder

3. There are three notebooks in the repository

• Clear and preprocess.ipynb[1]
• EDA and data visualization.ipynb[2]
• prediction and cluster copy.ipynb[3]

Checkpoints:

1. Data preparation, cleansing, transformation and profiling[1,2]
2. Features extraction[2,3]
3. Model development and scoring[2,3]
4. Model interpretability – i.e. human-understandable description[3]
5. Description and elaboration on your data analytics and findings[3]