# Pomocná knihovna

[! [Licence: MIT] (https://img.shields.io/badge/license-mit-wellow.svg)] (licence))  
[! [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/)  

## 🌍 Dostupné jazyky

[! [en] (https://img.shields.io/badge/lang-en-red.svg)] (readMe.md)  
[! [es] (https://img.shields.io/badge/lang-es-wellow.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)  
[!  
[! [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-green.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-rown.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-markgreen.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-parkBlue.svg)] (readme.be.md)  
[! [Bn] (https://img.shields.io/badge/lang-bn-keal.svg)]] (readMe.bn.md)  
[! [BHO] (https://img.shields.io/badge/lang-bho-orange.svg)]] (readme.bho.md)  
[!  
[! [BG] (https://img.shields.io/badge/lang-bg-green.svg)]] (readMe.bg.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-roi-bown.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-blue.svg)]] (readMe.fi.md)  
[! [fy] (https://img.shields.io/badge/lang-range.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-horange.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)  
[!  
[! [ILO] (https://img.shields.io/badge/lang-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-rb-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-tlue.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-mp-red.svg)] (readme.mr.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-te-mblue.svg)] (readme.ne.md)  
[! [no] (https://img.shields.io/badge/lang-no-red.svg)] (readMe.no.md)  
[! [nebo] (https://img.shields.io/badge/lang--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-qured.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-prurle.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)  
[! [SO] (https://img.shields.io/badge/lang-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-rur-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-yorange.svg)] (readMe.yo.md)  
[! [Zu] (https://img.shields.io/badge/lang-zu-green.svg)]] (readme.zu.md)

---

## 📖 Přehled

** Pyhelper ** je všestranný Python Toolkit navržený pro zjednodušení ** analýzy dat, vizualizace, statistické operace a pracovní postupy.  
Hladce se integruje do akademických, výzkumných a profesionálních projektů, což vám umožňuje soustředit se spíše na poznatky než na kód kotle.

Klíčové výhody:
- 🧮 Vestavěné ** Statistiky a matematické nástroje **
-📊 Snadno použitelné ** Obary vizualizace dat **
- 🗂 Handy ** Manipulace a vyhledávání souborů **
- 🔍 ** Ověření syntaxe ** pro soubory Python
-🌍 ** Podpora více jazyků ** s překlady připravené k použití
- 🚀 Optimalizováno pro ** Rychlé prototypování ** a ** Vzdělávací účely **

---

## ✨ funkce

### 📊 Vizualizace dat
- Horizontální a vertikální sloupcové grafy (`hbar`,` vbar`)
- Výsečové grafy (`Pie`)
- Box Graftes (`boxplot`)
- Histogramy (`Histo`)
- Tepelné mapy (`Heatmap`)
- Datové tabulky (`tabulka`)
- Pokročilé vizualizace (rozptyl, housle, kde, párplot atd.)

### 📈 Statistická analýza
- Opatření centrální tendence:  
  `get_media`,` get_median`, `get_moda`
- Měření rozptylu:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- Normalizace dat (`Normalize`)
- Detekce odlehlého (metody IQR & Z-SCORE)
- Transformace podmíněných dat („podmíněné“)

### 🛠 Utilities
- Objev a načítání souborů (`Call`)
- Vylepšený ** Switch / AsyncSwitch ** Systém
- Kontrola a analýza syntaxe (`PythonfileChecker`,` check_syntax`)
- hlášení chyb s kontextem
- Integrovaný systém nápovědy (`help`, náhledy, dokumenty)

### 🌍 podpora více jazyků
- Vestavěné překlady pro ** 12 jazyků **
- Rozšíření s `load_user_translations ()`
- Dynamický výběr s `set_language (lang_code)`
- Výchozí zájeva do angličtiny

---

## 🚀 Instalace

Instalace z PyPi:

`` `bash
PIP nainstalujte pyhelper-tools-jbhm
`` `

---

## 🔧 Příklady použití

### Nastavit jazyk
`` `Python
Z pomocného importu se set_language

set_language ("en") # angličtina
set_language ("es") # španělština
set_language ("fr") # francouzsky
set_language ("de") # německý
set_language ("ru") # ruština
set_language ("Tr") # turecký
set_language ("zh") # čínsky
set_language ("it") # italský
set_language ("pt") # portugalský
set_language ("SV") # švédský
set_language ("JA") # japons
set_language ("ar") # arabština
# ... podpora pro 100+ jazyků
`` `

### Základní statistiky
`` `Python
Importovat pomocník jako HP

Data = [1, 2, 2, 3, 4, 5]

tisk (hp.get_media (data)) # průměr
tisk (hp.get_median (data)) # medián
tisk (hp.get_moda (data)) # režim
`` `

### Vizualizace
`` `Python
Importovat pomocník jako HP
z helpper.subModules Import Graph jako Gr

df = hp.pd.dataframe ({"hodnoty": [5, 3, 7, 2, 9]})
gr.histo (df, "hodnoty", bins = 5, title = "Sample Histogram")
`` `

### Manipulace se soubory
`` `Python
Z volání z importu pomocníka

data = call ("my_data", type = "csv") # automaticky najde a načte soubor CSV
`` `

### Vlastní překlady
`` `Python
Z pomocného importu načtení_user_translations

# Načíst vlastní překlady z Lang.JSON
LOAD_USER_TRANSLATIONS ("Custom/Lang.Json")
`` `

---

## 📂 Struktura projektu

`` `
pomocník/
 ├── Core.py # Hlavní funkce
 ├── LANG/ # překladatelské soubory (JSON)
 Submoduly/
 Funkce vizualizace Graph.Py ├ ├── graf.py #
 │ ├── Statics.py # statistické funkce
 │ ├── utils.py # pomocníci užitečnosti
 └── __init__.py
`` `

---

## 🤝 Přispívání

Příspěvky jsou vítány!  
Otevřete problémy, navrhněte vylepšení nebo odešlete žádosti o vyžádání v úložišti [Github Repository] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 Licence

Tento projekt je licencován na základě licence ** MIT **.  
Podrobnosti naleznete v souboru [licence] (licence).

---

⚡ Jste připraveni přeplnit své pracovní postupy Python s ** Pyhelper **? Začněte zkoumat ještě dnes!