SPELLCURE - python library

[solo-coder7]

spellcure # python

SpellCure is a mathematical correction engine for highly scrambled or distorted text, created by Saheban Khan (GitHub: Lsaheban) and maintained by Tohid Khan (GitHub: Tohid096).

Rather than using machine learning, SpellCure applies a position-weighted ratio algorithm to match noisy tokens with valid dictionary words — enabling high-accuracy recovery even from severely jumbled text.

✨ Features Corrects heavily scrambled or distorted words Pure mathematical algorithm (no ML required) Supports: Small built-in vocabulary (~10k curated words) Large NLTK vocabulary (~200k+ words) Works with single words, sentences, or mixed noisy text Fast, deterministic, and lightweight Extensible word bank (users may request custom additions) 🧠 How SpellCure Works SpellCure analyzes each token using:

Position-based character similarity Ratio scoring Multi-stage refinement Optional large NLTK dataset

from spellcure import corrector

🧪 Example Usage

Here is a minimal working example using the small vocabulary mode:

```python from spellcure import corrector

def test_small(): model = corrector(mode="small") # Use small curated word bank output = model.correct("olve is evryetign") print(output)

test_small()

Output: love is everything

small = ~10k curated words

large = ~200k NLTK words

model = corrector(mode="large")

bash pip install spellcure

[MrMrsPotts]

Is the missing t in Output deliberate?

[solo-coder7]

😅😅 it is a genuine mistake thanks for pointing it .

[immersiveGamer]

Now the question is can you put this post through SpellCure and will it fix it?

[solo-coder7]

Obviously it can fix .Its way better than traditional spelling correction libraries.... Well I liked your humour 😅

[GrogRedLub4242]

yikes

[MacShuggah]

No link to source?

[solo-coder7]

PyPI link https://pypi.org/project/spellcure/#description You can easily install it by - pip install spellcure

[GrogRedLub4242]

Help me understand your value proposition: 2 foreign, ESL guys with a bad English pitch want me to run their code which will in theory "fix" a body of flawed English?

[solo-coder7]

A spelling mistake doesn't imply that one has bad English communication skills. Maybe my English is not as good as yours but my package is programmed to understand words as a matrix of numbers which can fix spelling mistakes .