# Helper Library

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## 🌍 Mga magagamit na wika

[! [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)  
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[! [zh] (https://img.shields.io/badge/lang-zh-black.svg)] (readme.zh.md)  
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[! [ja] (https://img.shields.io/badge/lang-ja-red.svg)] (readme.ja.md)  
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[! [af] (https://img.shields.io/badge/lang-af-orange.svg)] (readme.af.md)  
[! [sq] (https://img.shields.io/badge/lang-sq-blue.svg)].  
[! [am] (https://img.shields.io/badge/lang-am-green.svg)] (readme.am.md)  
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[! [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)  
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[! [bn] (https://img.shields.io/badge/lang-bn-teal.svg)] (readme.bn.md)  
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[! [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)  
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[! [CO] (https://img.shields.io/badge/lang-co-green.svg)] (readme.co.md)  
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[! [da] (https://img.shields.io/badge/lang-da-purple.svg)] (readme.da.md)  
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[! [et] (https://img.shields.io/badge/lang-et-blue.svg)] (readme.et.md)  
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[! [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)  
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[! [gl] (https://img.shields.io/badge/lang-gl-green.svg)] (readme.gl.md)  
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[! [el] (https://img.shields.io/badge/lang-el-blue.svg)] (readme.el.md)  
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[! [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)  
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[! [hmn] (https://img.shields.io/badge/lang-hmn-green.svg)] (readme.hmn.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)  
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[! [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)  
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[! [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)  
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[! [mk] (https://img.shields.io/badge/lang-mk-green.svg)] (readme.mk.md)  
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[! [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)  
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[! [MR] (https://img.shields.io/badge/lang-mr-red.svg)] (readme.mr.md)  
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[! [o] (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)  
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[! [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)  
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[! [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)  
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[! [SK] (https://img.shields.io/badge/lang-sk-red.svg)] (readme.sk.md)  
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[! [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)  
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[! [te] (https://img.shields.io/badge/lang-te-green.svg)] (readme.te.md)  
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[! [tk] (https://img.shields.io/badge/lang-tk-orange.svg)] (readme.tk.md)  
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[! [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)  
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[! [xh] (https://img.shields.io/badge/lang-xh-red.svg)] (readme.xh.md)  
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[! [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)

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## Pangkalahatang -ideya

** Ang Pyhelper ** ay isang maraming nalalaman na toolkit na Python na idinisenyo upang gawing simple ang pagsusuri ng data, paggunita, operasyon ng istatistika, at mga daloy ng utility **.  
Isinasama nito nang walang putol sa akademikong, pananaliksik, at mga propesyonal na proyekto, na nagpapahintulot sa iyo na tumuon sa mga pananaw sa halip na boilerplate code.

Mga pangunahing bentahe:
- 🧮 built-in ** Mga istatistika at mga kagamitan sa matematika **
-📊 Madaling gamitin ** Data Visualization Wrappers **
- 🗂 Handy ** Paghahawak ng File at Paghahanap **
- 🔍 ** pagpapatunay ng syntax ** para sa mga file ng python
-🌍 ** Suporta ng Multi-wika ** na may handa na paggamit ng mga pagsasalin
- 🚀 Na -optimize para sa ** mabilis na prototyping ** at ** mga layunin sa edukasyon **

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Mga Tampok ng ## ✨

### 📊 Visualization ng data
- Horizontal & Vertical Bar Charts (`Hbar`,` Vbar`)
- Mga tsart ng pie (`pie`)
- Box Plots (`BoxPlot`)
- Histograms (`histo`)
- heatmaps (`heatmap`)
- Mga talahanayan ng data (`table`)
- Mga Advanced na Visualization (Scatter, Violin, KDE, Pairplot, atbp.)

### 📈 Pagsusuri ng istatistika
- Mga Panukala ng Central Tendency:  
  `get_media`,` get_median`, `get_moda`
- Mga Panukala ng Pagkakalat:  
  `get_rank`,` get_var`, `get_desv`,` disp`
- Normalisasyon ng data (`normalize`)
- Outlier Detection (IQR & Z-Score Methods)
- Mga Pagbabago ng Data ng Kondisyon ('Kondisyon')

### 🛠 Mga Utility
- Pagtuklas ng File at Paglo -load (`call`)
- Pinahusay ** Switch / AsyncSwitch ** System
- Pag -check at Pagsusuri ng Syntax (`pythonfilechecker`,` check_syntax`)
- Pag -uulat ng error na may konteksto
- Integrated Help System (`Help`, Preview, Docs)

### 🌍 Suporta sa Multi-wika
- built-in na mga pagsasalin para sa ** 12 wika **
- Mapapalawak sa `load_user_translations ()`
- Dynamic na pagpili na may `set_language (lang_code)`
- Default fallback sa Ingles

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## 🚀 Pag -install

I -install mula sa pypi:

`` `Bash
Pip I-install ang Pyhelper-Tools-JBHM
`` `

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## 🔧 Mga halimbawa ng paggamit

### Itakda ang wika
`` `Python
mula sa Helper import set_language

set_language ("en") # English
set_language ("es") # Espanyol
set_language ("fr") # French
set_language ("de") # Aleman
set_language ("ru") # Russian
set_language ("tr") # Turkish
set_language ("zh") # Intsik
set_language ("ito") # Italian
set_language ("pt") # Portuguese
set_language ("sv") # Suweko
set_language ("ja") # Japanese
set_language ("ar") # Arabic
# ... Suporta para sa 100+ wika
`` `

### Pangunahing Mga Istatistika
`` `Python
Mag -import ng katulong bilang HP

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

I -print (hp.get_media (data)) # ibig sabihin
I -print (hp.get_median (data)) # median
I -print (hp.get_moda (data)) # mode
`` `

### Visualization
`` `Python
Mag -import ng katulong bilang HP
mula sa Helper.Submodules import graph bilang gr

df = hp.pd.dataframe ({"mga halaga": [5, 3, 7, 2, 9]})
Gr.histo (df, "mga halaga", bins = 5, pamagat = "sample histogram")
`` `

### Paghahawak ng File
`` `Python
mula sa Helper import call

data = tumawag ("my_data", type = "csv") # nahahanap at awtomatikong naglo -load ng isang file na CSV
`` `

### pasadyang mga pagsasalin
`` `Python
mula sa Helper import load_user_translations

# Mag -load ng mga pasadyang pagsasalin mula sa Lang.json
load_user_translations ("pasadyang/lang.json")
`` `

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## 📂 istraktura ng proyekto

`` `
Helper/
 ├── core.py # pangunahing pag -andar
 ├;
 ├── Submodules/
 │ ├;
 │ ├── Statics.py # statistical function
 │ ├;
 └── __init__.py
`` `

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## 🤝 Nag -aambag

Malugod na tinatanggap ang mga kontribusyon!  
Mangyaring buksan ang mga isyu, magmungkahi ng mga pagpapabuti, o magsumite ng mga kahilingan sa paghila sa [Github Repository] (https://github.com/jbhmdev/pyhelper-tool).

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## 📜 lisensya

Ang proyektong ito ay lisensyado sa ilalim ng ** lisensya ng MIT **.  
Tingnan ang file ng [lisensya] (lisensya) para sa mga detalye.

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⚡ Handa nang mag -supercharge ng iyong mga daloy ng python na may ** pyhelper **? Simulan ang paggalugad ngayon!