semvec/pypi-packages huggingface dataset:
visea 0.1.0
Exploratory Rendering ENgine: target-aware tabular EDA and visualization
License: MIT
Requires Python: >=3.10
Keywords: eda, ml, pandas, statistics, visualization

Visea — Visual Insights for Tabular EDA

Bu depo, PyPI’ye yüklenebilir “visea” kütüphanesinin kaynak kodunu içerir. Amaç: tabular veri setlerinde hedef odaklı keşif (EDA), otomatik istatistiksel özetler ve görselleştirme ile tek dosya HTML rapor üretimi.

Hızlı Başlangıç
- Python 3.10+
- Yerel kurulum:

  pip install -e .

- Kullanım (Python API):

  from visea import analyze
  report = analyze(df, target="y", task="auto")
  report.to_html("report.html")

- CLI:

  visea report --csv data.csv --target y --out report.html

Önemli Dosyalar
- visea/analyze.py: Ana giriş noktası (`analyze`)
- visea/report.py: HTML rapor oluşturucu
- visea/stats.py: Özet istatistikler ve testler
- visea/assoc.py: Hedef ilişkileri ve metrikler
- visea/plots.py: Matplotlib/Seaborn grafikler
- visea/typing.py: Tip çıkarım heuristikleri
- visea/cli.py: Komut satırı aracı

Örnek
- examples/quickstart.py — sentetik veri ile örnek rapor üretimi
zi-api-auth-client 2.0.3
A library that supports username-password and PKI authentication methods for enterprise-api
License: MIT
Keywords: ZoomInfo enterprise-api pki-auth

zi_api_auth_client
==============================

This library supports 2 types of authentication methods. Both the methods return a JWT token which you can use to make
api calls for enterprise-api on production.

Username and password authentication:
============================================================

**Usage:**

1. import zi_api_auth_client

2. jwt_token = zi_api_auth_client.user_name_pwd_authentication("your_user_name", "your_password")

PKI authentication:
==============================

This type of authentication needs a private key and a client ID to generate the JWT token.

**Usage:**

1. import zi_api_auth_client

2. Paste your private key:

        key = '''

        -----BEGIN PRIVATE KEY-----

        Your private key goes here

        -----END PRIVATE KEY-----'''

3. jwt_token = zi_api_auth_client.pki_authentication("your_user_name", "your_client_id", key)

**Note: If you get the error "ValueError: Could not deserialize key data." when doing PKI authentication, make sure that your private key is properly formatted. Paste the private key as a multi-line string in python.**

**Correct way:**

The following is the right way to paste your private key.


    '''

    -----BEGIN PRIVATE KEY-----

    Your private key goes here

    -----END PRIVATE KEY-----'''

**Wrong way:**

Pasting the private key as follows would throw the error "ValueError: Could not deserialize key data." because there are extra spaces on each line in the key.


       '''

            -----BEGIN PRIVATE KEY-----

            Your private key goes here

            -----END PRIVATE KEY-----'''