mindsdb | Enabling developers | Machine Learning library

by mindsdb Python Version: 23.5.4.1 License: GPL-3.0

X-Ray Key Features Code Snippets(6)Community Discussions(1)Vulnerabilities Install Support

kandi X-RAY | mindsdb Summary

mindsdb is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning applications. mindsdb has no bugs, it has build file available, it has a Strong Copyleft License and it has high support. However mindsdb has 1 vulnerabilities. You can install using 'pip install mindsdb' or download it from GitHub, PyPI.

MindsDB enables you to use ML predictions in your database using SQL.

Support

Quality

Security

License

Reuse

Support

mindsdb has a highly active ecosystem.

It has 16259 star(s) with 2041 fork(s). There are 366 watchers for this library.

There were 10 major release(s) in the last 6 months.

There are 572 open issues and 2243 have been closed. On average issues are closed in 84 days. There are 52 open pull requests and 0 closed requests.

It has a negative sentiment in the developer community.

The latest version of mindsdb is 23.5.4.1

Quality

mindsdb has 0 bugs and 0 code smells.

Security

mindsdb has 1 vulnerability issues reported (0 critical, 1 high, 0 medium, 0 low).

mindsdb code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

mindsdb is licensed under the GPL-3.0 License. This license is Strong Copyleft.

Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

Reuse

mindsdb releases are available to install and integrate.

Deployable package is available in PyPI.

Build file is available. You can build the component from source.

Installation instructions, examples and code snippets are available.

It has 16128 lines of code, 875 functions and 226 files.

It has medium code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed mindsdb and discovered the below as its top functions. This is intended to give you an instant insight into mindsdb implemented functionality, and help decide if they suit your requirements.

performs a query
Parse the query .
Select data from a table .
Create a datasource .
Start the application .
Parses the sql statement as an insert statement .
Runs the loop .
Make a prediction .
Downloads the GUI .
Add an integration .

Get all kandi verified functions for this library.

mindsdb Key Features

Automatic data pre-processing, feature engineering and encoding

Classification, regression, time-series tasks

Bring models to production without “traditional deployment” as AI Tables

Get mModels’ accuracy scoring and confidence intervals for each prediction

Join ML models with existing data

Anomaly detection

Model explainability analysis

GPU support for models’ training

Open JSON-AI syntax to build models and bring your own ML blocks in a declarative way

REST API available as well

mindsdb Examples and Code Snippets

You can use below methods

Python

Lines of Code : 44

License : Strong Copyleft (GPL-3.0)

Copy


cd $HOME
mkdir Informix
cd Informix
mkdir -p home/informix/cli
wget https://hcl-onedb.github.io/odbc/OneDB-Linux64-ODBC-Driver.tar
sudo tar xvf  OneDB-Linux64-ODBC-Driver.tar -C ./home/informix/cli
rm OneDB-Linux64-ODBC-Driver.tar


export INFORMIXD

Using mongodb handler and server-Using predictor:

Python

Lines of Code : 39

License : Strong Copyleft (GPL-3.0)

Copy

db.sales_model.find(
  {'type': 'house', 'sale_date': ISODate("2018-03-31T00:00:00.000Z")} 
)

db.sales_model.find(
{
    "collection": "mongo_int.house_sales", 
    "query":  { 
        'type': 'house',
        "sale_date": {"$gt": ISODate("2018-03-

Teradata Handler-Usage

Python

Lines of Code : 38

License : Strong Copyleft (GPL-3.0)

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CREATE
DATABASE HR
AS PERMANENT = 60e6, -- 60MB
   SPOOL = 120e6; -- 120MB

CREATE
SET TABLE HR.Employees (
   GlobalID INTEGER,
   FirstName VARCHAR(30),
   LastName VARCHAR(30),
   DateOfBirth DATE FORMAT 'YYYY-MM-DD',
   JoinedDate DATE FORMAT 'YY

Can Mindsdb predict a new row based on previous rows?

Python

Lines of Code : 23

License : Strong Copyleft (CC BY-SA 4.0)

Copy

col1, col2
1       2
4       8
16      32
64      128

col1, col2, col1_next, col2_next
1       2       4           8
4       8       16          32
16      32      64          128

col1, col

How to specify pytorch as a package requirement on windows?

Python

Lines of Code : 5

License : Strong Copyleft (CC BY-SA 4.0)

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# ...
torch===1.4.0  --find-links https://download.pytorch.org/whl/torch_stable.html
torchvision===0.5.0  --find-links https://download.pytorch.org/whl/torch_stable.html
# ...

ImportError: cannot import name 'SimpleImputer'

Python

Lines of Code : 4

License : Strong Copyleft (CC BY-SA 4.0)

Copy

 pip install -U scikit-learn

from sklearn.impute import SimpleImputer

Community Discussions

Trending Discussions on mindsdb

Can Mindsdb predict a new row based on previous rows?

QUESTION

Can Mindsdb predict a new row based on previous rows?

Asked 2020-Mar-18 at 14:05

I am experimenting with Mindsdb, a program to do machine learning with a few codes.

So far as per my understanding after reading their tutorial docs, I assume that this program is to predict a new element of a new row of a table (in an excel file like csv, xlxs, etc), with a massive quantity of rows that are in the same format above it as data. It learns from the "data" and set up an algorithm to predict a new element (new column) of the new row, with a/some known (pre-given) value of element (column) in that row.

I wonder if it can predict an entire new row without knowing any element's value of that row, only based on the previous rows. I asked Mindsdb on the main page (email), facebook, youtube and got no answer.

If anyone is using Mindsdb and understand it, do you know if Mindsdb is able to do that?

...

ANSWER

Answered 2020-Mar-17 at 14:19

It's not possible to predict a new row per say, but you can format your data in such a way as to achieve this.

Let's say you have the following data:

Source https://stackoverflow.com/questions/60720572

Community Discussions, Code Snippets contain sources that include Stack Exchange Network

Vulnerabilities

No vulnerabilities reported

Install mindsdb

To install the latest version of MindsDB please pull the following Docker image:.
To get your hands on MindsDB, we recommend using the Docker image or simply sign up for a free cloud account. Feel free to browse documentation for other installation methods and tutorials.