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Generic platform for Prediction using basic machine learning models

Status

branch	status
master
datagatherer
Architecture/Core-Design-loosely-coupled-classes
develop

Index

• Structure
• Components
• Architecture
• Technology Stack
• Setup
• Input File Constraints
• Algorithms supported

Structure

• data: All data to be stored/ loaded
• demo
  • bokeh_demo: Visualizer Component Demo - to be moved out
  • flask_demo: WebInterface Demo - to be moved out
• src: All working component files
• tests

Components

Architecture

Setup

• setup conda env

conda env list # show current environments
conda create --name OctoPy # if OctoPy is NOT listed
conda list # show all libraries
conda install pip # if pip is NOT listed
conda list > versions.txt # store all versions post install
pip install -r requirements.txt # install from requirements
conda list > versions.txt # store all versions post install

Input File Constraints

Algorithms supported

• Support Vector Machine

TODO

• NameError: name 'fetch_all_features' is not defined :: currently converted to self.method_name(). Need to learn about static methods in Python Class
• Give options as REGRESSION / CLASSIFICATION. Else regression data fails for classification model

SETUP/ CONFIGURATIONS

GENERAL

Setup path variables

• Windows : double check to make sure you see python in your PATH. You can find your path by opening your control panel -> System and Security -> System -> Advanced System Settings -> Environment Variables -> Selecting Path -> Edit ->

Find programs running on port number

• netstat -a -o -n | findstr port_number

Kill task using PID

• taskkill /F /PID 6136

FLASK

• python app.py