OCR-StringDist

A Python library to learn, model, explain and correct OCR errors using a fast string distance engine.

Documentation: https://niklasvonm.github.io/ocr-stringdist/

Overview

Standard string distances (like Levenshtein) treat all character substitutions equally. This is suboptimal for text read from images via OCR, where errors like O vs 0 are far more common than, say, O vs X.

OCR-StringDist provides a learnable weighted Levenshtein distance, implementing part of the Noisy Channel model.

Example: Matching against the correct word CODE:

Standard Levenshtein:
- $d(\text{"CODE"}, \text{"C0DE"}) = 1$ (O → 0)
- $d(\text{"CODE"}, \text{"CXDE"}) = 1$ (O → X)
- Result: Both appear equally likely/distant.
OCR-StringDist (Channel Model):
- $d(\text{"CODE"}, \text{"C0DE"}) \approx 0.1$ (common error, low cost)
- $d(\text{"CODE"}, \text{"CXDE"}) = 1.0$ (unlikely error, high cost)
- Result: Correctly identifies C0DE as a much closer match.

This makes it ideal for matching potentially incorrect OCR output against known values (e.g., product codes). By combining this channel model with a source model (e.g., product code frequencies), you can build a complete and robust OCR correction system.

Installation

pip install ocr-stringdist

Features

Learnable Costs: Automatically learn substitution, insertion, and deletion costs from a dataset of (OCR string, ground truth string) pairs.
Weighted Levenshtein Distance: Models OCR error patterns by assigning custom costs to specific edit operations.
High Performance: Core logic in Rust and a batch_distance function for efficiently comparing one string against thousands of candidates.
Substitution of Multiple Characters: Not just character pairs, but string pairs may be substituted, for example the Korean syllable "이" for the two letters "OI".
Explainable Edit Path: Returns the optimal sequence of edit operations (substitutions, insertions, and deletions) used to transform one string into another.
Pre-defined OCR Distance Map: A built-in distance map for common OCR confusions (e.g., "0" vs "O", "1" vs "l", "5" vs "S").
Full Unicode Support: Works with arbitrary Unicode strings.

Core Workflow

The typical workflow involves

learning costs from your data and then
using the resulting model to find the best match from a list of candidates.

from ocr_stringdist import WeightedLevenshtein

# 1. LEARN costs from your own data
training_data = [
    ("128", "123"),
    ("567", "567"),
]
wl = WeightedLevenshtein.learn_from(training_data)

# The engine has now learned that '8' -> '3' is a low-cost substitution
print(f"Learned cost for ('8', '3'): {wl.substitution_costs[('8', '3')]:.2f}")


# 2. MATCH new OCR output against a list of candidates
ocr_output = "Product Code 128"
candidates = [
    "Product Code 123",
    "Product Code 523",  # '5' -> '1' is an unlikely error
]

distances = wl.batch_distance(ocr_output, candidates)

# Find the best match
min_distance = min(distances)
best_match = candidates[distances.index(min_distance)]

print(f"Best match for '{ocr_output}': '{best_match}' (Cost: {min_distance:.2f})")

Release files for ocr-stringdist 1.1.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for ocr-stringdist 1.1.1
File	Size	Uploaded
ocr_stringdist-1.1.1.tar.gz	119.5 kB	Jun 13, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for ocr-stringdist 1.1.1
File	Interpreter	ABI	Platform	Reset
ocr_stringdist-1.1.1-cp314-cp314-win_amd64.whl 242.6 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
ocr_stringdist-1.1.1-cp314-cp314-win32.whl 230.9 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
ocr_stringdist-1.1.1-cp314-cp314-musllinux_1_1_x86_64.whl 616.2 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Linux musl 1.1+ x86-64	Details
ocr_stringdist-1.1.1-cp314-cp314-musllinux_1_1_i686.whl 648.8 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Linux musl 1.1+ x86-32	Details
ocr_stringdist-1.1.1-cp314-cp314-musllinux_1_1_aarch64.whl 578.6 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Linux musl 1.1+ ARM64	Details
ocr_stringdist-1.1.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 410.3 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
ocr_stringdist-1.1.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 408.7 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARMv7l	Details
ocr_stringdist-1.1.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 402.6 kB Jun 13, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
ocr_stringdist-1.1.1-cp314-cp314-macosx_11_0_arm64.whl 356.2 kB Jun 13, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
ocr_stringdist-1.1.1-cp314-cp314-macosx_10_12_x86_64.whl 365.2 kB Jun 13, 2026	CPython 3.14	CPython 3.14	macOS 10.12+ x86-64	Details
ocr_stringdist-1.1.1-cp313-cp313-win_amd64.whl 242.1 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
ocr_stringdist-1.1.1-cp313-cp313-win32.whl 230.3 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_x86_64.whl 614.7 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Linux musl 1.1+ x86-64	Details
ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_i686.whl 648.5 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Linux musl 1.1+ x86-32	Details
ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_aarch64.whl 578.0 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Linux musl 1.1+ ARM64	Details
ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 409.1 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 408.9 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARMv7l	Details
ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 401.9 kB Jun 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
ocr_stringdist-1.1.1-cp313-cp313-macosx_11_0_arm64.whl 354.9 kB Jun 13, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
ocr_stringdist-1.1.1-cp313-cp313-macosx_10_12_x86_64.whl 363.8 kB Jun 13, 2026	CPython 3.13	CPython 3.13	macOS 10.12+ x86-64	Details
ocr_stringdist-1.1.1-cp312-cp312-win_amd64.whl 242.7 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
ocr_stringdist-1.1.1-cp312-cp312-win32.whl 230.6 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl 614.9 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Linux musl 1.1+ x86-64	Details
ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_i686.whl 649.0 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Linux musl 1.1+ x86-32	Details
ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_aarch64.whl 578.1 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Linux musl 1.1+ ARM64	Details
ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 409.6 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 409.3 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARMv7l	Details
ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 402.2 kB Jun 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
ocr_stringdist-1.1.1-cp312-cp312-macosx_11_0_arm64.whl 355.4 kB Jun 13, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
ocr_stringdist-1.1.1-cp312-cp312-macosx_10_12_x86_64.whl 364.4 kB Jun 13, 2026	CPython 3.12	CPython 3.12	macOS 10.12+ x86-64	Details
ocr_stringdist-1.1.1-cp311-cp311-win_amd64.whl 245.5 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
ocr_stringdist-1.1.1-cp311-cp311-win32.whl 233.1 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl 619.3 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Linux musl 1.1+ x86-64	Details
ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_i686.whl 655.0 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Linux musl 1.1+ x86-32	Details
ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_aarch64.whl 581.6 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Linux musl 1.1+ ARM64	Details
ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 413.8 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 413.0 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARMv7l	Details
ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 405.8 kB Jun 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
ocr_stringdist-1.1.1-cp311-cp311-macosx_11_0_arm64.whl 362.5 kB Jun 13, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
ocr_stringdist-1.1.1-cp311-cp311-macosx_10_12_x86_64.whl 365.2 kB Jun 13, 2026	CPython 3.11	CPython 3.11	macOS 10.12+ x86-64	Details
ocr_stringdist-1.1.1-cp310-cp310-win_amd64.whl 245.6 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
ocr_stringdist-1.1.1-cp310-cp310-win32.whl 233.0 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl 619.9 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-64	Details
ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_i686.whl 655.3 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Linux musl 1.1+ x86-32	Details
ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_aarch64.whl 582.1 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Linux musl 1.1+ ARM64	Details
ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 414.2 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 413.3 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARMv7l	Details
ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 406.1 kB Jun 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
ocr_stringdist-1.1.1-cp310-cp310-macosx_11_0_arm64.whl 362.3 kB Jun 13, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
ocr_stringdist-1.1.1-cp310-cp310-macosx_10_12_x86_64.whl 364.6 kB Jun 13, 2026	CPython 3.10	CPython 3.10	macOS 10.12+ x86-64	Details
ocr_stringdist-1.1.1-cp39-cp39-win_amd64.whl 247.5 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
ocr_stringdist-1.1.1-cp39-cp39-win32.whl 234.7 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl 622.2 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-64	Details
ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_i686.whl 657.6 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Linux musl 1.1+ x86-32	Details
ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_aarch64.whl 584.7 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Linux musl 1.1+ ARM64	Details
ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 417.0 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 415.9 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARMv7l	Details
ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 408.8 kB Jun 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
ocr_stringdist-1.1.1-cp39-cp39-macosx_11_0_arm64.whl 364.4 kB Jun 13, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
ocr_stringdist-1.1.1-cp39-cp39-macosx_10_12_x86_64.whl 367.7 kB Jun 13, 2026	CPython 3.9	CPython 3.9	macOS 10.12+ x86-64	Details

Total release size: 25.8 MB

Release files / ocr_stringdist-1.1.1.tar.gz

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Size	242.1 kB
Tags	CPython 3.13 Windows x86-64
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Release files / ocr_stringdist-1.1.1-cp313-cp313-win32.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-win32.whl
Size	230.3 kB
Tags	CPython 3.13 Windows x86-32
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Release files / ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_x86_64.whl
Size	614.7 kB
Tags	CPython 3.13 Linux musl 1.1+ x86-64
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Release files / ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_i686.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_i686.whl
Size	648.5 kB
Tags	CPython 3.13 Linux musl 1.1+ x86-32
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Release files / ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_aarch64.whl
Size	578.0 kB
Tags	CPython 3.13 Linux musl 1.1+ ARM64
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Release files / ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	409.1 kB
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Release files / ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	408.9 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARMv7l
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Release files / ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	401.9 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64
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Release files / ocr_stringdist-1.1.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-macosx_11_0_arm64.whl
Size	354.9 kB
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Release files / ocr_stringdist-1.1.1-cp313-cp313-macosx_10_12_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp313-cp313-macosx_10_12_x86_64.whl
Size	363.8 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-win_amd64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-win_amd64.whl
Size	242.7 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-win32.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-win32.whl
Size	230.6 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl
Size	614.9 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_i686.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_i686.whl
Size	649.0 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_aarch64.whl
Size	578.1 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	409.6 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	409.3 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	402.2 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-macosx_11_0_arm64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-macosx_11_0_arm64.whl
Size	355.4 kB
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Release files / ocr_stringdist-1.1.1-cp312-cp312-macosx_10_12_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp312-cp312-macosx_10_12_x86_64.whl
Size	364.4 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-win_amd64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-win_amd64.whl
Size	245.5 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-win32.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-win32.whl
Size	233.1 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl
Size	619.3 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_i686.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_i686.whl
Size	655.0 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_aarch64.whl
Size	581.6 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	413.8 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	413.0 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	405.8 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-macosx_11_0_arm64.whl
Size	362.5 kB
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Release files / ocr_stringdist-1.1.1-cp311-cp311-macosx_10_12_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp311-cp311-macosx_10_12_x86_64.whl
Size	365.2 kB
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Release files / ocr_stringdist-1.1.1-cp310-cp310-win_amd64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-win_amd64.whl
Size	245.6 kB
Tags	CPython 3.10 Windows x86-64
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Release files / ocr_stringdist-1.1.1-cp310-cp310-win32.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-win32.whl
Size	233.0 kB
Tags	CPython 3.10 Windows x86-32
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Release files / ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl
Size	619.9 kB
Tags	CPython 3.10 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`efd4a425e675ec75b66d61c76935b645161e7a342ad545afb946a77f1bf5ec3b`
BLAKE2b-256 checksum How to use checksums	`cfde6b1bd48ea5e3a230dbf56fc973a2d278ffae09756425eb666295a77a819c`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_i686.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_i686.whl
Size	655.3 kB
Tags	CPython 3.10 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`eedeaa15a5c8dee657df865a36c2203e0cef7ff1019a051e152e2b3a99453599`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_aarch64.whl
Size	582.1 kB
Tags	CPython 3.10 Linux musl 1.1+ ARM64
SHA-256 checksum How to use checksums	`85db585dcbfc3b1679ec7fae4f0d8d273ce38c471e94a122c2c1624a79e1c31a`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	414.2 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`e8bb3f2d84bba4d3918e4173a2d664e8b322be0ddf0c32bdebf758c95779a848`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	413.3 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`2ef1f7ab1def26754cf320dd0eacb22ddb468d1529f619fffb39aa4bfe19cb45`
BLAKE2b-256 checksum How to use checksums	`f0299d70b5beb4721698f975469cc33a9688f71ee73090b4478411a6a5c1f0cc`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	406.1 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`25ded7a94ae70e20e85e9c40e90d3da4f7a1ee0138986a5906abc49149fdba71`
BLAKE2b-256 checksum How to use checksums	`cb244b5a2c1777894c196506475a9ed365b3b02acd39a87445670b7d64e1c383`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-macosx_11_0_arm64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-macosx_11_0_arm64.whl
Size	362.3 kB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`88888f771fe575ed8042dfe1545c4ed0b2b1cc428c54e707209d124bdff1f58d`
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Release files / ocr_stringdist-1.1.1-cp310-cp310-macosx_10_12_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp310-cp310-macosx_10_12_x86_64.whl
Size	364.6 kB
Tags	CPython 3.10 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`482f09bb66db0e7152c28834dd098b2b33a614d591ba206c13275c7e8ce5bdcf`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-win_amd64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-win_amd64.whl
Size	247.5 kB
Tags	CPython 3.9 Windows x86-64
SHA-256 checksum How to use checksums	`6bf820145d54f2166d13054cecb66198fc6323923a649c5205cf9968a532c0b0`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-win32.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-win32.whl
Size	234.7 kB
Tags	CPython 3.9 Windows x86-32
SHA-256 checksum How to use checksums	`41be06db2382e01391df75f6d80629cc181a8082516b9e768b988730a5e04f75`
BLAKE2b-256 checksum How to use checksums	`9a7e374bf69f38074566e8ecb4a0675266baa8dc9fcac7a4e381cfd7b91b3904`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl
Size	622.2 kB
Tags	CPython 3.9 Linux musl 1.1+ x86-64
SHA-256 checksum How to use checksums	`d1146d8e84111b2fad4fa941d9ad4227c07098733d92d376acd57553edd67f81`
BLAKE2b-256 checksum How to use checksums	`705f74cb2975f2d46044b8de0d0b606d1cf30f5c143ee527f6bcd4a045ffceae`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_i686.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_i686.whl
Size	657.6 kB
Tags	CPython 3.9 Linux musl 1.1+ x86-32
SHA-256 checksum How to use checksums	`b22aee4d1c26ccdbdbba8afa92598d2d90aa5c82b43fce1833e99ba2ecca096e`
BLAKE2b-256 checksum How to use checksums	`d0401577655f831f3523750094b7d03b77b5fbeb0b89daa93cfa6448a49d0d31`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_aarch64.whl
Size	584.7 kB
Tags	CPython 3.9 Linux musl 1.1+ ARM64
SHA-256 checksum How to use checksums	`3ffacef3170b4b7c9bf253bac6f1be94fad217848c34f6eaee36fec1cf985171`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	417.0 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`f51e6d23581078443d8fa68c155e9bf2bda7338860cd22b520ba1a134fd2756f`
BLAKE2b-256 checksum How to use checksums	`e517cea927debad2dfe72e1e93f2c055f058495ba311d415062ae50dba11fce9`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	415.9 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARMv7l
SHA-256 checksum How to use checksums	`0f238ba38d8832a2139e54e029a459a44154d521e58493f7124f759887321605`
BLAKE2b-256 checksum How to use checksums	`d82d3d7a18fe350b55cb1f063b9af8449c01734259c7566e2d8c449d2bb4b5e5`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	408.8 kB
Tags	CPython 3.9 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`d5e7110deea0474f492638873aef8b953cfe46be5d4ec08dd8abb68e7cf08902`
BLAKE2b-256 checksum How to use checksums	`743a50c5c483af68a69422ffbae22e4705b43ec039dab9a41732a73d78dbdeeb`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-macosx_11_0_arm64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-macosx_11_0_arm64.whl
Size	364.4 kB
Tags	CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`6584afa1c1d8d40db5e7d5e64fbc9c3b4957caa9473574ee9b9aa071925360e7`
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Release files / ocr_stringdist-1.1.1-cp39-cp39-macosx_10_12_x86_64.whl

Download URL	ocr_stringdist-1.1.1-cp39-cp39-macosx_10_12_x86_64.whl
Size	367.7 kB
Tags	CPython 3.9 macOS 10.12+ x86-64
SHA-256 checksum How to use checksums	`44cc81bd7313a12197e9f1df1f538836172badea7324f0e9d7726f4561b3e1f3`
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Release history Release notifications | RSS feed

This release

1.1.1 This release

Jun 13, 2026 61 release files

1.1.0

May 9, 2026 61 release files

1.0.1

Sep 22, 2025 51 release files

1.0.0

Sep 20, 2025 51 release files

0.3.0

Sep 14, 2025 51 release files

0.2.2

Sep 1, 2025 75 release files

0.2.1

Aug 31, 2025 75 release files

0.2.0

Aug 31, 2025 75 release files

0.1.0

Apr 26, 2025 75 release files

0.0.7

Apr 21, 2025 75 release files

0.0.6

Apr 21, 2025 75 release files

0.0.5

Apr 20, 2025 75 release files

0.0.4

Apr 19, 2025 75 release files

0.0.3

Apr 19, 2025 75 release files

0.0.2

Apr 19, 2025 75 release files

0.0.1

Apr 18, 2025 75 release files

ocr-stringdist 1.1.1

OCR-StringDist

Overview

Installation

Features

Core Workflow

Project links

Key dates

1 maintainer

License

Requires

Classifiers

Release files for ocr-stringdist 1.1.1

Source distribution (sdist)

Built distributions (wheels)

Release files / ocr_stringdist-1.1.1.tar.gz

Release files / ocr_stringdist-1.1.1-cp314-cp314-win_amd64.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-win32.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-musllinux_1_1_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-musllinux_1_1_i686.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-musllinux_1_1_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-macosx_11_0_arm64.whl

Release files / ocr_stringdist-1.1.1-cp314-cp314-macosx_10_12_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-win_amd64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-win32.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_i686.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-musllinux_1_1_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-macosx_11_0_arm64.whl

Release files / ocr_stringdist-1.1.1-cp313-cp313-macosx_10_12_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-win_amd64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-win32.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_i686.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-musllinux_1_1_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-macosx_11_0_arm64.whl

Release files / ocr_stringdist-1.1.1-cp312-cp312-macosx_10_12_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-win_amd64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-win32.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_i686.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-musllinux_1_1_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-macosx_11_0_arm64.whl

Release files / ocr_stringdist-1.1.1-cp311-cp311-macosx_10_12_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-win_amd64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-win32.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_i686.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-musllinux_1_1_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-macosx_11_0_arm64.whl

Release files / ocr_stringdist-1.1.1-cp310-cp310-macosx_10_12_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-win_amd64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-win32.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_i686.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-musllinux_1_1_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-macosx_11_0_arm64.whl

Release files / ocr_stringdist-1.1.1-cp39-cp39-macosx_10_12_x86_64.whl

Release history Release notifications | RSS feed