MindsDB's goal is to make it very simple for developers to use the power of artificial neural networks in their projects.
Project description
MindsDB
MindsDB's goal is to make it very simple for developers to use the power of artificial neural networks in their projects.
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 *
# We tell mindsDB what we want to learn and from what data
MindsDB().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 *
# use the model to make predictions
result = MindsDB().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']))
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