semvec/pypi-packages huggingface dataset:
instarecsys 0.1.3
recommend system for instacart dataset
License: MIT

# INSTARECSYS

## DESCRIPTION

This package is for make recommendation on instacart dataset for entry users

For recommendation used two features:
 - total quantity of purchase same item
 - add to cart order

Some features of this package:
- loading fast dataset (using engine - 'pyarrow' of pandas library)
- reduce size of dataset used memory by changing type of values
- easy to use. Just load dataset - build features - make recommendation
- recommendation for: all users, set of users, one user
- have build in sample dataset

## INSTALLATION

Use the package manager [pip](https://pip.pypa.io/en/stable/) to install instarecsys.

```bash
pip install instarecsys
```

## USAGE

```python
# import
from instarecsys import Insta

# create Insta instance
my_insta = Insta()

# we load sample dataset which is build in this library
df = my_insta.load_sample()

# make features
df_final = my_insta.feature(df)

# make recommendation for one user
recsys_one_user = my_insta.recommend(df_final, users = [1])

# make recommendation fo set of users
recsys_set_users = my_insta.recommend(df_final, users = [1, 2, 7])

# make recommendation for all users
recsys_all_users = my_insta.recommend(df_final)
```
## LICENSE

[MIT](https://choosealicense.com/licenses/mit/)

## CONTACTS

my e-mail: sanchelo2006@yandex.ru

any suggestions, questions, discussion always welcome.
netsuite 0.12.0
Make async requests to NetSuite SuiteTalk SOAP/REST Web Services and Restlets
License: MIT
Requires Python: >=3.8

# netsuite

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Make async requests to NetSuite SuiteTalk SOAP, REST Web Services, and Restlets. [Detailed documentation available here.](https://jacobsvante.github.io/netsuite/)

# Help & Support

Join the [Slack channel](https://netsuite-slackin.fly.dev) for help with NetSuite issues. Please do not post usage questions as issues in GitHub.

There are some additional helpful resources for NetSuite development [listed here](https://dashboard.suitesync.io/docs/resources#netsuite).

## Installation

With default features (REST API + Restlet support):

    pip install netsuite

With Web Services SOAP API support:

    pip install netsuite[soap_api]

With CLI support:

    pip install netsuite[cli]

With `orjson` package (faster JSON handling):

    pip install netsuite[orjson]

With all features:

    pip install netsuite[all]

## Documentation

Is found here: https://jacobsvante.github.io/netsuite/