BlocklyML
https://blocklyml.herokuapp.com/
What is BlocklyML?
BlocklyML is a No Code training ground for python and Machine Learning. This tool is designed to simplify standard machine learning implementation.
This tool can assist anyone who wants to start with Machine Learning or python. This is a forked project from Blockly and adapted for machine learning and Data analytics use-cases.
For a sample run go to sampleLayouts folder upload and try it out
Read the for further info
In the Example given below we will train a random forest for Iris Dataset
Table of contents
Installing as BlocklyML App
First clone this repo
git clone https://github.com/chekoduadarsh/BlocklyML
After cloning the repo you can either follow the Docker Method or Flask Method
Docker Method
BlocklyML can run on Docker with the following command
docker run blocklyml-docker
Flask Method
Install the requirements from requirements.txt with the following command
pip install -r requirements.txt
then you can run the application by
python app.py
Simple as that
UI Features
Shortcuts
You can find these buttons in the top right corner of the application. Their functionality as follows
- Download XML Layout
- Upload XML layout
- Copy Code
- Launch Google Colab
- Delete
- Run (Not Supported Yet!!)
Dataframe Viewer
Blockly support complete html view of the DataFrame. This can be accessed by view option in the navigation bar
Download Code
Blockly support both .py and .ipynb formats. You can download the code from the download option in the navigation bar
Contribute
If you find any error or need support please raise a issue. If you think you can add a feature, or help solve a bug please raise a PR
This repo welcomes any kind of contributions 🙏
Feel free to adapt it criticize it and support it the way you like!!
