V 0.8.0
Data Structures
- Create array data structure with reallocation logic
- Frame to matrix conversion for training models
- Handle frame row limit counts greater than the rows in the file itself
- Handle blank values in csv file with regex
- Refactor the regex library (based on handling blank values)
- Refactor unit tests to test each method of the frame library (be more thorough)
Deep Learning
- Add batch size training for frames in Neural Net training
- Train models using selected columns for data frame
- Save and load trained models for neural nets
- Train on row by by row basis instead of feeding the entire matrix
- Trained sample model on iris dataset