# Pomoćna knjižnica

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

## 🌍 Dostupni jezici

[!  
[! [es] (https://img.shields.io/badge/lang-es-yellow.svg)] (Readme.es.md)  
[! [fr] (https://img.shields.io/badge/lang-fr-lue.svg)] (Readme.fr.md)  
[! [de] (https://img.shields.io/badge/lang-de-geen.svg)] (Readme.de.md)  
[! [ru] (https://img.shields.io/badge/lang-ruburple.svg)] (Readme.ru.md)  
[! [TR] (https://img.shields.io/badge/lang-tr-ornge.svg)] (ReadMe.tr.md)  
[! [ZH] (https://img.shields.io/badge/lang-zh-bhbh.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-rightgreen.svg)] (ReadMe.pt.md)  
[! SV] (https://img.shields.io/badge/lang-sv-lue.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-wrown.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-lue.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-wrown.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-parkgreen.svg)] (ReadMe.Bm.md)  
[! [EU] (https://img.shields.io/badge/lang-eu-pink.svg)] (Readme.eu.md)  
[! [biti] (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-lue.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-geen.svg)] (Readme.co.md)  
[! [hr] (https://img.shields.io/badge/lang-hr-lue.svg)] (Readme.Hr.Md)  
[! [CS] (https://img.shields.io/badge/lang-cs-red.svg)] (Readme.cs.md)  
[! [da] (https://img.shields.io/badge/lang-du-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-ornge.svg)] (Readme.nl.md)  
[! [eo] (https://img.shields.io/badge/lang-eo--geen.svg)] (Readme.eo.md)  
[! [et] (https://img.shields.io/badge/lang-et-lue.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/langfi-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-ked.svg)] (Readme.ka.md)  
[! [el] (https://img.shields.io/badge/lang-el-lue.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-lue.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-lue.svg)] (Readme.hu.md)  
[! [je] (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-dreen.svg)] (Readme.id.md)  
[! [GA] (https://img.shields.io/badge/langga-lue.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-ornge.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-lue.svg)] (Readme.rw.md)  
[! [GOM] (https://img.shields.io/badge/lang--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-lue.svg)] (Readme.ckb.md)  
[! [KY] (https://img.shields.io/badge/lang-ky-ked.svg)] (Readme.ky.md)  
[! [lo] (https://img.shields.io/badge/lang-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-lue.svg)] (Readme.ln.md)  
[! [LT] (https://img.shields.io/badge/lang-lt-red.svg)] (Readme.lt.md)  
[! [LG] (https://img.shields.io/badge/lang-dg-purple.svg)] (Readme.lg.md)  
[! [lb] (https://img.shields.io/badge/lang-db-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-lue.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-ornge.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)  
[! [moj] (https://img.shields.io/badge/lang-my-geen.svg)] (Readme.my.md)  
[! [NE] (https://img.shields.io/badge/lang-ne-lue.svg)] (Readme.ne.md)  
[! [Ne] (https://img.shields.io/badge/lang-no-red.svg)] (Readme.no.md)  
[! [ili] (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-geen.svg)] (Readme.ps.md)  
[! [fa] (https://img.shields.io/badge/lang-fa-lue.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-geen.svg)] (Readme.sa.md)  
[! [GD] (https://img.shields.io/badge/lang-gd-lue.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)  
[! [tako] (https://img.shields.io/badge/lang-so-orange.svg)] (Readme.so.md)  
[! [su] (https://img.shields.io/badge/lang-su-geen.svg)] (Readme.su.md)  
[! [SW] (https://img.shields.io/badge/lang-sw-lue.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-ornge.svg)] (Readme.tt.md)  
[! [te] (https://img.shields.io/badge/lang-te-geen.svg)] (Readme.te.md)  
[! [th] (https://img.shields.io/badge/lang-th-lue.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-lue.svg)] (Readme.uk.md)  
[! [ur] (https://img.shields.io/badge/lang-r-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-z-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-lue.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)

---

## 📖 Pregled

** Pyhelper ** je svestrani Python Toolkit dizajniran za pojednostavljenje ** analize podataka, vizualizacije, statističkih operacija i tijeka rada korisnih radnih tokova **.  
Besprijekorno se integrira u akademske, istraživačke i profesionalne projekte, omogućujući vam da se usredotočite na uvide, a ne na kod kotlovne ploče.

Ključne prednosti:
- 🧮 Ugrađena ** Statistika i matematički programi **
-📊 Lako korištenje ** Omota za vizualizaciju podataka **
- 🗂 Handy ** Rukovanje datotekama i pretraživanje **
- 🔍 ** Provjera sintakse ** za Python datoteke
-🌍 ** podrška na više jezika ** s prijevodima gotove za upotrebu
- 🚀 Optimizirano za ** brzo prototipiranje ** i ** obrazovne svrhe **

---

## ✨ Značajke

### 📊 Vizualizacija podataka
- Horizontalne i vertikalne grafikone (`hbar`,` vbar`)
- Pie ljestvice (`pie`)
- Box Parcets (`BoxPlot`)
- Histogrami (`histo`)
- toplinske karte (`toplinska mapa`)
- Tablice podataka (`tablica`)
- Napredne vizualizacije (raspršivanje, violina, kde, parplot itd.)

### 📈 Statistička analiza
- Mjere središnje tendencije:  
  `get_media`,` get_median`, `get_moda`
- Mjere disperzije:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- Normalizacija podataka (`Normalize`)
- Otkrivanje izvanrednih (IQR & Z-Score metode)
- Uvjetna transformacija podataka (`uvjetno`)

### 🛠 Usluga
- Otkrivanje i učitavanje datoteka (`poziv`)
- Poboljšani ** Switch / Asyncswitch ** Sustav
- Provjera i analiza sintakse (`PythonFileChecker`,` check_syntax`)
- Izvještavanje o pogreškama s kontekstom
- Integrirani sustav pomoći (`Help`, Pregledi, Docs)

### 🌍 podrška na više jezika
- Ugrađeni prijevodi za ** 12 jezika **
- proširivo s `load_user_translations ()` ``
- Dinamički odabir s `set_language (Lang_code)`
- Zadani povratak na engleski jezik

---

## 🚀 Instalacija

Instalirajte iz PYPI:

`` `Bash
pip instalirajte pyhelper-tools-jbhm
`` `` ``

---

## 🔧 Primjeri upotrebe

### Postavite jezik
`` `Python
od pomoćnog uvoza set_language

set_language ("en") # engleski
set_language ("es") # španjolski
set_language ("fr") # francuski
set_language ("de") # njemački
set_language ("ru") # ruski
set_language ("tr") # turski
set_language ("ZH") # kineski
set_language ("it") # talijanski
set_language ("pt") # portugalski
set_language ("sv") # švedski
set_language ("ja") # japanski
set_language ("ar") # arabic
# ... podrška za 100+ jezika
`` `` ``

### Osnovna statistika
`` `Python
Uvoz pomoćnika kao HP

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

ispis (hp.get_media (data)) # srednje vrijednosti
ispis (hp.get_median (data)) # medijan
ispis (hp.get_moda (podaci)) # način
`` `` ``

### Vizualizacija
`` `Python
Uvoz pomoćnika kao HP
od helper.submodules uvoz grafikon kao GR

df = hp.pd.dataframe ({"vrijednosti": [5, 3, 7, 2, 9]})
Gr.Histo (df, "vrijednosti", kante = 5, naslov = "histogram uzorka")
`` `` ``

### rukovanje datotekama
`` `Python
od poziva za uvoz pomagača

Data = nazovite ("my_data", type = "csv") # pronalazi i učitava CSV datoteku automatski
`` `` ``

### Prilagođeni prijevodi
`` `Python
od pomoćnog uvoza load_user_translations

# Učitajte prilagođene prijevode iz Lang.json
load_user_translations ("Custom/Lang.json")
`` `` ``

---

## 📂 Struktura projekta

`` `` ``
pomoćnik/
 ├── core.py # glavne funkcije
 ├rka datoteka Lang/ # prijevoda (JSON)
 Submodule/
 │ ├── graf.py # funkcija vizualizacije
 │ ├ nestatics.py # statističke funkcije
 │ ├── utils.py # pomagači uslužnim programima
 └── __init__py
`` `` ``

---

## 🤝 Doprinos

Doprinosi su dobrodošli!  
Otvorite probleme, predložite poboljšanja ili pošaljite zahtjeve za povlačenjem na [GitHub Repository] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 Licenca

Ovaj je projekt licenciran prema ** MIT licenci **.  
Pojedinosti potražite u datoteci [licence] (licenca).

---

⚡ Spremni zadići svoje Python tijekove rada s ** pyhelper **? Počnite istraživati ​​danas!