# Bibliothèque d'aide

[! [Licence: MIT] (https://img.shields.io/badge/license-mit-yellow.svg)] (Licence)  
[! [PYPI] (https://img.shields.io/pypi/v/pyhelper-tools-jbhm?style=for-thebadge&label=pypi&color=Blue)] (https://pypi.org/project/pyhelper-tools-jbhm/)  

## 🌍 Langues disponibles

[! [en] (https://img.shields.io/badge/lang-en-red.svg)] (readme.md)  
[! [ES] (https://img.shields.io/badge/lang-es-yellow.svg)] (readme.es.md)  
[! [Fr] (https://img.shields.io/badge/lang-fr-blue.svg)] (readme.fr.md)  
[! [de] (https://img.shields.io/badge/lang-de-geen.svg)] (readme.de.md)  
[! [Ru] (https://img.shields.io/badge/lang-ru-purple.svg)] (readme.ru.md)  
[! [tr] (https://img.shields.io/badge/lang-tr-orange.svg)] (readme.tr.md)  
[! [Zh] (https://img.shields.io/badge/lang-zh-black.svg)] (readme.zh.md)  
[! [it] (https://img.shields.io/badge/lang-it-lightgrey.svg)] (readme.it.md)  
[! [PT] (https://img.shields.io/badge/lang-pt-brightgreen.svg)] (readme.pt.md)  
[! [sv] (https://img.shields.io/badge/lang-sv-blue.svg)] (readme.sv.md)  
[! [Ja] (https://img.shields.io/badge/lang-ja-red.svg)] (readme.ja.md)  
[! [ar] (https://img.shields.io/badge/lang-ar-brown.svg)] (readme.ar.md)  
[! [af] (https://img.shields.io/badge/lang-af-orange.svg)] (readme.af.md)  
[! [SQ] (https://img.shields.io/badge/lang-sq-blue.svg)] (readme.sq.md)  
[! [Am] (https://img.shields.io/badge/lang-am-prien.svg)] (readme.am.md)  
[! [Hy] (https://img.shields.io/badge/lang-hy-red.svg)] (readme.hy.md)  
[! [As] (https://img.shields.io/badge/lang-as-purple.svg)] (readme.as.md)  
[! [Ay] (https://img.shields.io/badge/lang-ay-brown.svg)] (readme.ay.md)  
[! [az] (https://img.shields.io/badge/lang-az-lightblue.svg)] (readme.az.md)  
[! [BM] (https://img.shields.io/badge/lang-bm-darkgreen.svg)] (readme.bm.md)  
[! [EU] (https://img.shields.io/badge/lang-eu-pink.svg)] (readme.eu.md)  
[! [be] (https://img.shields.io/badge/lang-be-darkblue.svg)] (readme.be.md)  
[! [bn] (https://img.shields.io/badge/lang-bn-teal.svg)] (readme.bn.md)  
[! [bho] (https://img.shields.io/badge/lang-bho-orange.svg)] (readme.bho.md)  
[! [bs] (https://img.shields.io/badge/lang-bs-purple.svg)] (readme.bm.md)  
[! [bg] (https://img.shields.io/badge/lang-bg-geen.svg)] (readme.bg.md)  
[! [Ca] (https://img.shields.io/badge/lang-ca-yellow.svg)] (readme.ca.md)  
[! [CEB] (https://img.shields.io/badge/lang-ceb-blue.svg)] (readme.ceb.md)  
[! [NY] (https://img.shields.io/badge/lang-ny-red.svg)] (readme.ny.md)  
[! [Co] (https://img.shields.io/badge/lang-co-green.svg)] (readme.co.md)  
[! [hr] (https://img.shields.io/badge/lang-hr-blue.svg)] (readme.hr.md)  
[! [CS] (https://img.shields.io/badge/lang-cs-red.svg)] (readme.cs.md)  
[! [da] (https://img.shields.io/badge/lang-da-purple.svg)] (readme.da.md)  
[! [dv] (https://img.shields.io/badge/lang-dv-orange.svg)] (readme.dv.md)  
[! [doi] (https://img.shields.io/badge/lang-doi-brown.svg)] (readme.doi.md)  
[! [nl] (https://img.shields.io/badge/lang-nl-orange.svg)] (readme.nl.md)  
[! [eo] (https://img.shields.io/badge/lang-eo-prien.svg)] (readme.eo.md)  
[! [et] (https://img.shields.io/badge/lang-et-blue.svg)] (readme.et.md)  
[! [EE] (https://img.shields.io/badge/lang-ee-red.svg)] (readme.ee.md)  
[! [tl] (https://img.shields.io/badge/lang-tl-purple.svg)] (readme.tl.md)  
[! [fi] (https://img.shields.io/badge/lang-fi-blue.svg)] (readme.fi.md)  
[! [fy] (https://img.shields.io/badge/lang-fy-orange.svg)] (readme.fy.md)  
[! [GL] (https://img.shields.io/badge/lang-gl-green.svg)] (readme.gl.md)  
[! [ka] (https://img.shields.io/badge/lang-ka-red.svg)] (readme.ka.md)  
[! [El] (https://img.shields.io/badge/lang-el-blue.svg)] (readme.el.md)  
[! [gn] (https://img.shields.io/badge/lang-gn-purple.svg)] (readme.gn.md)  
[! [Gu] (https://img.shields.io/badge/lang-gu-orange.svg)] (readme.gu.md)  
[! [ht] (https://img.shields.io/badge/lang-ht-prien.svg)] (readme.ht.md)  
[! [ha] (https://img.shields.io/badge/lang-ha-blue.svg)] (readme.ha.md)  
[! [haw] (https://img.shields.io/badge/lang-haw-red.svg)] (readme.haw.md)  
[! [iw] (https://img.shields.io/badge/lang-iw-purple.svg)] (readme.iw.md)  
[! [Hi] (https://img.shields.io/badge/lang-hi-orange.svg)] (readme.hi.md)  
[! [hmn] (https://img.shields.io/badge/lang-hmn-green.svg)] (readme.hmn.md)  
[! [Hu] (https://img.shields.io/badge/lang-hu-blue.svg)] (readme.hu.md)  
[! [IS] (https://img.shields.io/badge/lang-is-red.svg)] (readme.is.md)  
[! [ig] (https://img.shields.io/badge/lang-ig-purple.svg)] (readme.ig.md)  
[! [Ilo] (https://img.shields.io/badge/lang-ilo-orange.svg)] (readme.ilo.md)  
[! [id] (https://img.shields.io/badge/lang-id-geen.svg)] (readme.id.md)  
[! [GA] (https://img.shields.io/badge/lang-ga-blue.svg)] (readme.ga.md)  
[! [JW] (https://img.shields.io/badge/lang-jw-red.svg)] (readme.jw.md)  
[! [KN] (https://img.shields.io/badge/lang-kn-purple.svg)] (readme.kn.md)  
[! [KK] (https://img.shields.io/badge/lang-kk-orange.svg)] (readme.kk.md)

[! [km] (https://img.shields.io/badge/lang-km-green.svg)] (readme.km.md)  
[! [RW] (https://img.shields.io/badge/lang-rw-blue.svg)] (readme.rw.md)  
[! [gom] (https://img.shields.io/badge/lang-gom-red.svg)] (readme.gom.md)  
[! [ko] (https://img.shields.io/badge/lang-ko-purple.svg)] (readme.ko.md)  
[! [Kri] (https://img.shields.io/badge/lang-kri-orange.svg)] (readme.kri.md)  
[! [ku] (https://img.shields.io/badge/lang-ku-prien.svg)] (readme.ku.md)  
[! [CKB] (https://img.shields.io/badge/lang-ckb-blue.svg)] (readme.ckb.md)  
[! [ky] (https://img.shields.io/badge/lang-ky-red.svg)] (readme.ky.md)  
[! [Lo] (https://img.shields.io/badge/lang-lo-purple.svg)] (readme.lo.md)  
[! [la] (https://img.shields.io/badge/lang-la-orange.svg)] (readme.la.md)  
[! [lv] (https://img.shields.io/badge/lang-lv-green.svg)] (readme.lv.md)  
[! [ln] (https://img.shields.io/badge/lang-ln-blue.svg)] (readme.ln.md)  
[! [lt] (https://img.shields.io/badge/lang-lt-red.svg)] (readme.lt.md)  
[! [lg] (https://img.shields.io/badge/lang-lg-purple.svg)] (readme.lg.md)  
[! [lb] (https://img.shields.io/badge/lang-lb-orange.svg)] (readme.lb.md)  
[! [Mk] (https://img.shields.io/badge/lang-mk-geen.svg)] (readme.mk.md)  
[! [Mai] (https://img.shields.io/badge/lang-mai-blue.svg)] (readme.mai.md)  
[! [Mg] (https://img.shields.io/badge/lang-mg-red.svg)] (readme.mg.md)  
[! [MS] (https://img.shields.io/badge/lang-ms-purple.svg)] (readme.ms.md)  
[! [ML] (https://img.shields.io/badge/lang-ml-orange.svg)] (readme.ml.md)  
[! [MT] (https://img.shields.io/badge/lang-mt-prien.svg)] (readme.mt.md)  
[! [mi] (https://img.shields.io/badge/lang-mi-blue.svg)] (readme.mi.md)  
[! [M.] (https://img.shields.io/badge/lang-mr-red.svg)] (readme.mr.md)  
[! [LUS] (https://img.shields.io/badge/lang-lus-purple.svg)] (readme.lus.md)  
[! [Mn] (https://img.shields.io/badge/lang-mn-orange.svg)] (readme.mn.md)  
[! [My] (https://img.shields.io/badge/lang-my-green.svg)] (readme.my.md)  
[! [NE] (https://img.shields.io/badge/lang-ne-blue.svg)] (readme.ne.md)  
[! [Non] (https://img.shields.io/badge/lang-no-red.svg)] (readme.no.md)  
[! [ou] (https://img.shields.io/badge/lang-or-purple.svg)] (readme.or.md)  
[! [OM] (https://img.shields.io/badge/lang-om-orange.svg)] (readme.om.md)  
[! [ps] (https://img.shields.io/badge/lang-ps-prien.svg)] (readme.ps.md)  
[! [Fa] (https://img.shields.io/badge/lang-fa-blue.svg)] (readme.fa.md)  
[! [qu] (https://img.shields.io/badge/lang-qu-red.svg)] (readme.qu.md)  
[! [ro] (https://img.shields.io/badge/lang-ro-purple.svg)] (readme.ro.md)  
[! [SM] (https://img.shields.io/badge/lang-sm-orange.svg)] (readme.sm.md)  
[! [SA] (https://img.shields.io/badge/lang-sa-prien.svg)] (readme.sa.md)  
[! [GD] (https://img.shields.io/badge/lang-gd-blue.svg)] (readme.gd.md)  
[! [nso] (https://img.shields.io/badge/lang-nso-red.svg)] (readme.nso.md)  
[! [ST] (https://img.shields.io/badge/lang-st-purple.svg)] (readme.st.md)  
[! [Sn] (https://img.shields.io/badge/lang-sn-orange.svg)] (readme.sn.md)  
[! [SD] (https://img.shields.io/badge/lang-sd-geen.svg)] (readme.sd.md)  
[! [si] (https://img.shields.io/badge/lang-si-blue.svg)] (readme.si.md)  
[! [SK] (https://img.shields.io/badge/lang-sk-red.svg)] (readme.sk.md)  
[! [SL] (https://img.shields.io/badge/lang-sl-purple.svg)] (readme.sl.md)  
[! [SO] (https://img.shields.io/badge/lang-so-orange.svg)] (readme.so.md)  
[! [Su] (https://img.shields.io/badge/lang-su-prien.svg)] (readme.su.md)  
[! [SW] (https://img.shields.io/badge/lang-sw-blue.svg)] (readme.sw.md)  
[! [tg] (https://img.shields.io/badge/lang-tg-red.svg)] (readme.tg.md)  
[! [Ta] (https://img.shields.io/badge/lang-ta-purple.svg)] (readme.ta.md)  
[! [TT] (https://img.shields.io/badge/lang-tt-orange.svg)] (readme.tt.md)  
[! [te] (https://img.shields.io/badge/lang-te-prien.svg)] (readme.te.md)  
[! [th] (https://img.shields.io/badge/lang-th-blue.svg)] (readme.th.md)  
[! [Ti] (https://img.shields.io/badge/lang-ti-red.svg)] (readme.ti.md)  
[! [TS] (https://img.shields.io/badge/lang-ts-purple.svg)] (readme.ts.md)  
[! [tk] (https://img.shields.io/badge/lang-tk-orange.svg)] (readme.tk.md)  
[! [ak] (https://img.shields.io/badge/lang-ak-green.svg)] (readme.ak.md)  
[! [UK] (https://img.shields.io/badge/lang-uk-blue.svg)] (readme.uk.md)  
[! [Ur] (https://img.shields.io/badge/lang-ur-red.svg)] (readme.ur.md)  
[! [UG] (https://img.shields.io/badge/lang-ug-purple.svg)] (readme.ug.md)  
[! [UZ] (https://img.shields.io/badge/lang-uz-orange.svg)] (readme.uz.md)  
[! [VI] (https://img.shields.io/badge/lang-vi-green.svg)] (readme.vi.md)  
[! [Cy] (https://img.shields.io/badge/lang-cy-blue.svg)] (readme.cy.md)

[! [xh] (https://img.shields.io/badge/lang-xh-red.svg)] (readme.xh.md)  
[! [yi] (https://img.shields.io/badge/lang-yi-purple.svg)] (readme.yi.md)  
[! [yo] (https://img.shields.io/badge/lang-yo-orange.svg)] (readme.yo.md)  
[! [Zu] (https://img.shields.io/badge/lang-zu-geen.svg)] (readme.zu.md)

---

## 📖 Aperçu

** Pyhelper ** est une boîte à outils Python polyvalente conçue pour simplifier ** Analyse des données, visualisation, opérations statistiques et flux de travail utilitaire **.  
Il s'intègre de manière transparente dans les projets universitaires, de recherche et professionnels, vous permettant de vous concentrer sur les idées plutôt que sur le code du passe-partout.

Avantages clés:
- 🧮 Statistiques intégrées et utilitaires mathématiques **
- 📊 Emplice à utiliser ** Data Visualization Wrappers **
- 🗂 Handy ** Manipulation de fichiers et recherche **
- 🔍 ** Validation de la syntaxe ** pour les fichiers Python
- 🌍 ** Prise en charge multi-langues ** avec des traductions prêtes à l'emploi
- 🚀 Optimisé pour ** Prototypage rapide ** et ** fins éducatives **

---

## ✨ fonctionnalités

### 📊 Visualisation des données
- graphiques à barres horizontaux et verticaux (`Hbar`,` vbar`)
- graphiques à tarte («tarte»)
- Boîtes en boîte (`boxplot`)
- histogrammes (`histo`)
- HEATMAPS («HeatMap»)
- Tables de données («Table»)
- Visualisations avancées (dispersion, violon, KDE, Pairplot, etc.)

### 📈 Analyse statistique
- Mesures de la tendance centrale:  
  `get_media`,` get_median`, `get_moda`
- Mesures de la dispersion:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- normalisation des données («normalisation»)
- Détection aberrante (méthodes IQR et Z-Score)
- Transformations de données conditionnelles («conditionnel»)

### 🛠 utilitaires
- Découverte et chargement de fichiers (`` Call`)
- Système amélioré ** Switch / AsyncSwitch **
- Syntaxe Vérification et analyse (`PythonfileChecker`,` Check_Syntax`)
- Rapports d'erreur avec contexte
- Système d'aide intégré («aide», aperçus, documents)

### 🌍 Support multi-langues
- Traductions intégrées pour ** 12 langues **
- Extensible avec `Load_User_Translations ()`
- Sélection dynamique avec `set_language (Lang_code)`
- Fallback par défaut vers l'anglais

---

## 🚀 Installation

Installer à partir de PYPI:

`` `bash
pip install pyhelper-tools-jbhm
`` '

---

## 🔧 Exemples d'utilisation

### Set Language
`` Python
à partir d'importation d'aide set_language

set_language ("en") # anglais
set_language ("es") # espagnol
set_language ("fr") # français
set_language ("de") # allemand
set_language ("ru") # russe
set_language ("tr") # turc
set_language ("zh") # chinois
set_language ("it") # italien
set_language ("pt") # portugais
set_language ("sv") # suédois
set_language ("ja") # japonais
set_language ("ar") # arabe
# ... Prise en charge de plus de 100 langues
`` '

### Statistiques de base
`` Python
Importer une aide en tant que HP

Données = [1, 2, 2, 3, 4, 5]

print (hp.get_media (données)) # moyenne
print (hp.get_median (data)) # médian
imprimer (hp.get_moda (données)) # mode
`` '

### Visualisation
`` Python
Importer une aide en tant que HP
De Helper.Submodules Importer le graphique en tant que Gr

df = hp.pd.dataframe ({"valeurs": [5, 3, 7, 2, 9]})
Gr.histo (df, "valeurs", bacs = 5, title = "Histogramme d'échantillon")
`` '

### Gestion des fichiers
`` Python
à partir de l'appel d'importation d'aide

data = call ("my_data", type = "csv") # trouve et charge automatiquement un fichier CSV
`` '

### Traductions personnalisées
`` Python
à partir d'importation d'aide Load_User_Translations

# Charger les traductions personnalisées de lang.json
load_user_translations ("coutust / lang.json")
`` '

---

## 📂 Structure du projet

`` '
auxiliaire/
 ├fiques core.py # fonctions principales
 ├til fichiers de traduction Lang / # (JSON)
 ├fiques sous-modules /
 │ ├fique
 │ ├fique
 │ ├fique
 └── __init__.py
`` '

---

## 🤝 Contribution

Les contributions sont les bienvenues!  
Veuillez ouvrir des problèmes, suggérer des améliorations ou soumettre des demandes de traction sur le [référentiel GitHub] (https://github.com/jbhmdev/pyhelper-tools).

---

Licence ## 📜

Ce projet est concédé sous licence ** MIT LICENCE **.  
Voir le fichier [Licence] (Licence) pour plus de détails.

---

⚡ Prêt à suralimenter vos flux de travail Python avec ** pyhelper **? Commencez à explorer aujourd'hui!