MindsDB 0.8.0

MindsDB's goal is to make it very simple for developers to use the power of artificial neural networks in their projects.

MindsDB

MindsDB's goal is to make it very simple for developers to use the power of artificial neural networks in their projects.

• Installing MindsDB
• Config Settings
• Learning from Examples
• Inside MindsDB

Quick Overview

It's very simple to setup (learn more)

 pip3 install mindsdb --user

Once you have MindsDB installed, you can use it as follows (learn more):

To train a model:

from mindsdb import *

# First we initiate MindsDB
mdb = MindsDB()

# We tell mindsDB what we want to learn and from what data
mdb.learn(
    from_data="https://raw.githubusercontent.com/mindsdb/main/master/docs/examples/basic/home_rentals.csv", # the path to the file where we can learn from, (note: can be url)
    predict='rented_price', # the column we want to learn to predict given all the data in the file
    model_name='home_rentals' # the name of this model
)

To use the model:

from mindsdb import *

# First we initiate MindsDB
mdb = MindsDB()

# use the model to make predictions
result = mdb.predict(predict='rented_price', when={'number_of_rooms': 2,'number_of_bathrooms':1, 'sqft': 1190}, model_name='home_rentals')

# you can now print the results
print('The predicted price is ${price} with {conf} confidence'.format(price=result.predicted_values[0]['rented_price'], conf=result.predicted_values[0]['prediction_confidence']))