Mind Foundry Analyze Python Client
Project description
Mind Foundry Analyze is a Data Science workbench developed by Mind Foundry.
This Python client makes it easier to interact with the API and integrate with other Python libraries.
Quick start:
from mindfoundry.client.analyze import create_project_api_client client = create_project_api_client(YOUR_INSTANCE_URL, YOUR_CLIENT_ID, YOUR_CLIENT_SECRET) with open('./your-training-data.csv', 'rb') as data: data_set_id = client.create_file_data_set(data, 'Your Data Set Name', 'Your description') model_id = client.create_classification_model('Your Model Name', data_set_id, 'Target Column') with open('./your-prediction-data.csv', 'rb') as other_data: other_data_set_id = client.create_file_data_set(other_data, 'Prediction Data') prediction_id = client.create_prediction(model_id, other_data_set_id, 'Your Prediction Name') client.download_prediction_as_csv(prediction_id, './your-output-file.csv')
You can also create a data set from a Pandas DataFrame, or an array of dicts, or an array of arrays:
data_dicts = [{'a': 1, 'b': 2}, {'a': 3}, {'b': 4}] client.create_file_data_set(data_dicts, 'Array of dicts') df = pd.DataFrame(data_dicts) client.create_file_data_set(df, 'Pandas DataFrame') data_arrays = [[1, 2, 3], [4, 5, 6], [7, 8, 9]] client.create_file_data_set(data_arrays, 'Array of arrays')
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Close
Hashes for mindfoundry.client.analyze-1.18.0.tar.gz
Algorithm | Hash digest | |
---|---|---|
SHA256 | 753678e9dddda6cb01286342951adb460a5c2b1e6eb5a852801b2a000e1b3c74 |
|
MD5 | b7c841da8f271197bb59859eb945de0d |
|
BLAKE2b-256 | 55542e43c33ebc631b6c3361f4b7cf6f9731f78846568f5405b9f4ebafaa48f6 |
Close
Hashes for mindfoundry.client.analyze-1.18.0-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | a87b373d5b3af8d9f41165506a2eec721d31d9c9aa02ebb6626ade3a38474099 |
|
MD5 | 9bdd431d7fd800a0a627be436c671d16 |
|
BLAKE2b-256 | ef5c3c67114b2341a39f7fd437d35fb43db132feb5ed1ac92ae3c329d4a2963a |