Biblioteko # Helper

[! [Permesilo: MIT] (https://img.shields.io/badge/license-mit-yellow.svg)] (Permesilo)  
[! [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/)  

## 🌍 disponeblaj lingvoj

[! [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)  
[! [Ĝi] (https://img.shields.io/badge/lang-it-lightgrey.svg)] (readme.it.md)  
[! [PT] (https://img.shields.io/badge/lang-pt-brrightgreen.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--brun.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)  
[! [Saluton] (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-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)  
[! [Mia] (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)  
[! [Ne] (https://img.shields.io/badge/lang-no-red.svg)] (readme.no.md)  
[! [Aŭ] (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)  
[! [Do] (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-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)

---

## 📖 Superrigardo

** Pyhelper ** estas vershava python -ilaro desegnita por simpligi ** datuman analizon, bildigon, statistikajn operaciojn kaj utilajn fluojn de laboro **.  
Ĝi integriĝas perfekte en akademiajn, esplorajn kaj profesiajn projektojn, ebligante vin koncentriĝi pri komprenoj prefere ol kaldrono -kodo.

Ŝlosilaj avantaĝoj:
- 🧮 Enkonstruitaj ** Statistikoj kaj Matematikaj Utilaĵoj **
-📊 Facile uzebla ** Datumaj vidaj volvaĵoj **
- 🗂 Handy ** Dosiera uzado kaj serĉado **
- 🔍 ** Sintaksa Validigo ** Por Python -Dosieroj
-🌍 ** Plurlingva subteno ** kun pretaj uzeblaj tradukoj
- 🚀 Optimumigita por ** Rapida prototipado ** kaj ** Edukaj celoj **

---

## ✨ Trajtoj

### 📊 Datuma Vidigo
- Horizontalaj & Vertikalaj Trinkejoj (`Hbar`,` vbar`)
- kukaĵoj (`kukaĵo ')
- Skatolaj intrigoj (`Boxplot`)
- Histogramoj (`Histo`)
- Varmoplatoj (`Heatmap`)
- Datumaj Tabeloj (`Tabelo`)
- Altnivelaj Vidigoj (Scatter, Violono, KDE, Paroplot, ktp.)

### 📈 Statistika analizo
- Mezuroj de centra tendenco:  
  `get_media`,` get_median`, `get_moda`
- Mezuroj de disvastiĝo:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- Normaligo de datumoj (`normaligi ')
- Pli frua detekto (IQR & Z-Poentmetodoj)
- Kondiĉaj datumaj transformoj (`kondiĉa ')

### 🛠 Utilaĵoj
- Dosiera Malkovro kaj Ŝarĝo (`Voki ')
- plibonigita ** ŝaltilo / asyncswitch ** sistemo
- Sintaksa Kontrolado kaj Analizo (`Pythonfilechecker`,` check_syntax`)
- Erara raportado kun kunteksto
- Integrita Helpa Sistemo (`Helpo`, Antaŭrigardoj, Dokumentoj)

### 🌍 Multlingva subteno
- Enkonstruitaj tradukoj por ** 12 lingvoj **
- Etendebla kun `load_user_translations ()`
- Dinamika elekto kun `set_language (lang_code)`
- Defaŭlta falo al la angla

---

## 🚀 Instalado

Instalu de Pypi:

`` `Bash
pip instali pyhelper-ilojn-jbhm
`` `

---

## 🔧 uzaj ekzemploj

### Fiksita Lingvo
`` `Python
de Helper Import set_language

set_language ("en") # angla
set_language ("es") # hispana
set_language ("fr") # franco
set_language ("de") # germana
set_language ("ru") # rusa
set_language ("tr") # turka
set_language ("zh") # ĉina
set_language ("ĝi") # itala
set_language ("pt") # portugala
set_language ("sv") # sveda
set_language ("ja") # japana
set_language ("ar") # araba
# ... subteno por 100+ lingvoj
`` `

### Baza Statistiko
`` `Python
importi helpilon kiel HP

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

print (hp.get_media (datumoj)) # meznombro
Presi (hp.get_median (datumoj)) # meza
Presi (hp.get_moda (datumoj)) # reĝimo
`` `

### Vidigado
`` `Python
importi helpilon kiel HP
de Helper.SubModules import grafeo kiel GR

df = hp.pd.dataframe ({"valoroj": [5, 3, 7, 2, 9]})
Gr.Histo (df, "Valoroj", Bins = 5, Titolo = "Specimenogramo")
`` `

### uzado de dosieroj
`` `Python
De Helpa Importa Voko

datumoj = voki ("mia_data", tajpu = "csv") # trovas kaj ŝarĝas CSV -dosieron aŭtomate
`` `

### Propraj tradukoj
`` `Python
De Helper Import Load_User_Translations

# Ŝargi Proprajn Tradukojn de Lang.json
Load_User_Translations ("Custom/Lang.json")
`` `

---

## 📂 Projekta Strukturo

`` `
helpanto/
 ├── core.py # ĉefaj funkcioj
 ├── lang/ # tradukdosieroj (JSON)
 ├── submoduloj/
 │ ├── grafe.py # vidaj funkcioj
 │ ├── statics.py # statistikaj funkcioj
 │ ├── utils.py # utilaj helpantoj
 └── __init__.py
`` `

---

## 🤝 Kontribuado

Kontribuoj estas bonvenaj!  
Bonvolu malfermi aferojn, sugesti plibonigojn aŭ sendi tipajn petojn pri la [GitHub-deponejo] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 Permesilo

Ĉi tiu projekto estas licencita laŭ la ** MIT -permesilo **.  
Vidu la dosieron [Permesilo] (Permesilo) por detaloj.

---

⚡ Preta por superŝarĝi viajn python -laborfluojn per ** pyhelper **? Komencu esplori hodiaŭ!