# Biblioteka e Ndihmës

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

## 🌍 Gjuhët e disponueshme

[! [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)  
[! [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-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-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)  
[!]  
[! [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-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/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-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-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)  
[! [është] (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)  
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[! [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)  
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[! [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-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-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-lue.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)  
[! [JO] (https://img.shields.io/badge/lang-no-red.svg)] (readme.no.md)  
[! [ose] (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)  
[! [SO] (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-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-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)

---

## 📖 Përmbledhje

** PyHelper ** është një mjet i gjithanshëm i Pitonit i krijuar për të thjeshtuar analizën e të dhënave, vizualizimin, operacionet statistikore dhe rrjedhat e punës të shërbimeve **.  
Ai integrohet pa probleme në projekte akademike, kërkimore dhe profesionale, duke ju lejuar të përqendroheni në njohuri sesa në kodin e bojlerit.

Përparësitë kryesore:
- 🧮 Statistikat e integruara ** dhe shërbimet matematikore **
-📊 Shpërthimi i Vizualizimit të të Dhënave të Lehta për t’u përdorur ** **
- 🗂 Handy ** Trajtimi dhe kërkimi i skedarëve **
- 🔍 ** Validimi i sintaksës ** për skedarët Python
-🌍 ** mbështetje shumë-gjuhëshe ** me përkthime të gatshme për përdorim
- 🚀 Optimizuar për ** prototipim të shpejtë ** dhe ** qëllime edukative **

---

## ✨ Karakteristikat

### 📊 Vizualizimi i të dhënave
- Grafikët e shiritave horizontale dhe vertikale (`hbar`,` vbar`)
- Listat e byrekut (`Pie`)
- komplote kuti (`Boxplot`)
- histogramë (`histo`)
- hartat e nxehtësisë (`hartmap`)
- Tabelat e të dhënave (`Tabela`)
- Vizualizime të Avancuara (Shpërndarës, Violinë, KDE, Pairplot, etj.)

### 📈 Analizë statistikore
- Masat e tendencës qendrore:  
  `get_media`,` get_median`, `get_moda`
- Masat e shpërndarjes:  
  `get_rank`,` get_var`, `get_desv`,` Disp`
- Normalizimi i të dhënave (`Normalize`)
- Zbulimi i jashtëm (Metodat IQR & Z-rezultati)
- Transformimet e të dhënave të kushtëzuara ('e kushtëzuar')

### 🛠 Shërbimet komunale
- Zbulimi dhe ngarkimi i skedarit (`Call`)
- Sistemi i zgjeruar ** Switch / AsyncSwitch **
- Kontrollimi dhe analiza e sintaksës (`PythonFileChecker`,` check_synax`)
- Raportimi i gabimit me kontekstin
- Sistemi i Ndihmës së Integruar (`Ndihmë`, Paraprakat, Dokumentet)

### 🌍 mbështetje shumë-gjuhëshe
- Përkthime të integruara për ** 12 gjuhë **
- e shtrirë me `load_user_translations ()`
- Përzgjedhja dinamike me `set_language (lang_code)`
- Fallback i paracaktuar në anglisht

---

## 🚀 Instalimi

Instaloni nga PYPI:

`` `bash
PIP Instaloni PyHelper-Tools-JBHM
`` `

---

## 🔧 Shembuj të përdorimit

### Set Gjuha
`` Python
Nga Helper Import Set_Language

set_language ("en") # anglisht
SET_LUGUAGE ("ES") # Spanjisht
set_language ("fr") # frëngjisht
SET_LUGUAGE ("DE") # Gjermanisht
SET_LUGUAGE ("RU") # Rusisht
SET_LUGUAGE ("TR") # Turke
SET_LUGUAGE ("ZH") # Kinezisht
set_language ("it") # italian
SET_LUGUAGE ("PT") # Portugeze
SET_LUGUAGE ("SV") # Suedisht
SET_LUGUAGE ("JA") # Japoneze
SET_LUGUAGE ("AR") # Arabisht
# ... mbështetje për 100+ gjuhë
`` `

### Statistikat Themelore
`` Python
Importoni ndihmës si HP

të dhëna = [1, 2, 2, 3, 4, 5]

Shtypni (hp.get_media (të dhëna)) # do të thotë
Shtypni (hp.get_median (të dhëna)) # mesatare
Shtypni (hp.get_moda (të dhëna)) # mode
`` `

### Vizualizimi
`` Python
Importoni ndihmës si HP
nga ndihmësi.SubModules Import Grafiku si GR

df = hp.pd.dataFrame ({"vlera": [5, 3, 7, 2, 9]})
GR.Histo (DF, "Vlerat", Bins = 5, titulli = "Histogrami i mostrës")
`` `

### Trajtimi i skedarëve
`` Python
Nga thirrja e importit të ndihmës

të dhëna = telefononi ("my_data", lloji = "csv") # gjen dhe ngarkon një skedar CSV automatikisht
`` `

### Përkthime me porosi
`` Python
Nga Helper Import Load_User_Translations

# Ngarkoni përkthime me porosi nga lang.json
load_user_translations ("Custom/Lang.json")
`` `

---

## 📂 Struktura e projektit

`` `
ndihmës/
 Funksionet kryesore
 Skedarët e Përkthimit Lang/ # (JSON)
 ├orr Subodules/
 Funksionet e Vizualizimit të Grafikut.py # 1
 Statics Statics.py # Funksionet Statistikore
 │ ├ puls.py # Ndihmuesit e shërbimeve
 └orr __init__.py
`` `

---

## 🤝 duke kontribuar

Kontributet janë të mirëseardhura!  
Ju lutemi hapni çështje, sugjeroni përmirësime ose paraqisni kërkesa për tërheqje në [Repository Github] (https://github.com/jbhmdev/pyhelper-tools).

---

## 📜 licencë

Ky projekt është i licencuar nën licencën ** MIT **.  
Shikoni skedarin [licencë] (licencën) për detaje.

---

⚡ Gati për të mbingarkuar rrjedhat e punës tuaj python me ** pyhelper **? Filloni të eksploroni sot!