# Помощна библиотека

[! [Лиценз: MIT] (https://img.shields.io/badge/license-mit-yellow.svg)] (лиценз)  
[! [Pypi] (https://img.shields.io/pypi/v/pyhelper-tools-jbhm?style=for-the-badge&label=pypi&color=blue)] (https://pypi.org/project/pyhelper-tools-jbhm/)  

## 🌍 Налични езици

[! [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-green.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)  
[! [ИТ] (https://img.shields.io/badge/lang-it-lightgrey.svg)] (readme.it.md)  
[! [PT] (https://img.shields.io/badge/lang-pt-rightgreen.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-green.svg)] (readme.am.md)  
[! [hy] (https://img.shields.io/badge/lang-hy-red.svg)] (readme.hy.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-green.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-green.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-green.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)  
[! [е] (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-green.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-green.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-green.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-green.svg)] (readme.mt.md)  
[! [MI] (https://img.shields.io/badge/lang-mi-blue.svg)] (readme.mi.md)  
[! [MR] (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)  
[! [Не] (https://img.shields.io/badge/lang-no-red.svg)] (readme.no.md)  
[! [или] (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-green.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-green.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-green.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)  
[! [Така] (https://img.shields.io/badge/lang-so-orange.svg)] (readme.so.md)  
[! [SU] (https://img.shields.io/badge/lang-su-green.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-green.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-green.svg)] (readme.zu.md)

---

## 📖 Преглед

** PyHelper ** е универсален Python инструментариум, предназначен да опрости ** анализ на данни, визуализация, статистически операции и работни процеси на полезността **.  
Той се интегрира безпроблемно в академични, научни и професионални проекти, което ви позволява да се съсредоточите върху прозрения, а не върху кода на котлона.

Основни предимства:
- 🧮 Вградена ** статистика и математически комунални услуги **
-📊 Лесна за използване ** опаковки за визуализация на данните **
- 🗂 удобно ** боравене с файлове и търсене **
- 🔍 ** Валидиране на синтаксис ** за Python файлове
-🌍 ** Многоезична поддръжка ** с готови за употреба преводи
- 🚀 Оптимизиран за ** Бързо прототипиране ** и ** образователни цели **

---

## ✨ Характеристики

### 📊 Визуализация на данните
- Хоризонтални и вертикални лентови диаграми (`hbar`,` vbar`)
- Пай диаграми (`PIE`)
- Кутии с графики (`BoxPlot`)
- Хистограми (`Histo`)
- Heatmaps (`Heatmap`)
- Таблици с данни („Таблица“)
- Разширени визуализации (разсейване, цигулка, KDE, двойка и т.н.)

### 📈 Статистически анализ
- Мерки за централна тенденция:  
  `get_media`,` get_median`, `get_moda`
- Мерки за дисперсия:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- Нормализиране на данните („Нормализиране“)
- Откриване на извънредни (IQR & Z-резултат)
- Условни трансформации на данни („Условно“)

### 🛠 Помощни услуги
- Откриване и зареждане на файлове (`call`)
- подобрен ** превключвател / asyncswitch ** система
- Синтаксис проверка и анализ (`pythonfilechecker`,` check_syntax`)
- Отчитане на грешки с контекст
- Интегрирана помощна система („Помощ“, Преглед, Документи)

### 🌍 Многоезична поддръжка
- Вградени преводи за ** 12 езика **
- Разширяване с `load_user_translations ()`
- Динамичен избор с `set_language (lang_code)`
- По подразбиране резерв към английски език

---

## 🚀 Инсталиране

Инсталирайте от PYPI:

`` `bash
PIP инсталирайте pyhelper-tools-jbhm
`` `

---

## 🔧 Примери за употреба

### Задайте език
`` `Python
От Helper Import set_language

set_language ("en") # английски
set_language ("es") # испански
set_language ("fr") # френски
set_language ("de") # немски
set_language ("ru") # руски
set_language ("tr") # турски
set_language ("zh") # китайски
set_language ("it") # италиански
set_language ("pt") # португалски
set_language ("sv") # шведски
set_language ("ja") # японски
set_language ("ar") # арабски
# ... Поддръжка за 100+ езика
`` `

### Основна статистика
`` `Python
Импортирайте помощник като HP

Данни = [1, 2, 2, 3, 4, 5]

print (hp.get_media (данни)) # средно
print (hp.get_median (данни)) # median
print (hp.get_moda (данни)) # режим
`` `

### Визуализация
`` `Python
Импортирайте помощник като HP
От Helper.SubModules Импортиране на графика като GR

df = hp.pd.dataframe ({"стойности": [5, 3, 7, 2, 9]})
Gr.histo (df, "стойности", кошчета = 5, заглавие = "Примерна хистограма")
`` `

### Работа с файлове
`` `Python
от Helper Import Call

data = call ("my_data", type = "csv") # намира и зарежда автоматично CSV файл
`` `

### Персонализирани преводи
`` `Python
От Helper Import Load_user_Translations

# Заредете персонализирани преводи от lang.json
load_user_translations ("custom/lang.json")
`` `

---

## 📂 Структура на проекта

`` `
помощник
 ├── Core.py # Основни функции
 ├─ТЕГ/ # Файлове за превод (JSON)
 ├── подмодули/
 │ ├── Graph.py # Функции за визуализация
 │ ├── Статика.py # Статистически функции
 │ ├── utils.py # Помощни помощници
 └── __init__.py
`` `

---

## 🤝 допринасяне

Приносът е добре дошъл!  
Моля, отворете проблеми, предлагайте подобрения или изпратете заявки за изтегляне на [хранилището на GitHub] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 лиценз

Този проект е лицензиран под лиценза ** MIT **.  
Вижте файла [лиценз] (лиценз) за подробности.

---

⚡ Готови ли сте да презаредите работните си потоци на Python с ** pyhelper **? Започнете да изследвате днес!