Showing 16 open source projects for "extraction"

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  • 1
    zpdf

    zpdf

    Zero-copy PDF text extraction library written in Zig

    zpdf is a high-performance PDF text extraction library written in Zig that focuses on speed, low overhead, and modern parsing techniques. It leans heavily on memory-mapped file reading and zero-copy patterns where possible, so it can scan large PDFs without repeatedly copying data around in memory. The library supports streaming extraction using efficient arena allocation, making it well suited for workloads that need to process big documents quickly or in batches.
    Downloads: 0 This Week
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  • 2
    Introduction-NLP

    Introduction-NLP

    Detailed notes on HanLP's new book, "Introduction to Natural Language"

    ...The material begins with basic concepts and Chinese word segmentation before progressing into statistical sequence models. Later chapters cover part-of-speech tagging, named entity recognition, information extraction, text clustering, text classification, dependency parsing, and deep learning. Algorithms discussed include hidden Markov models, perceptrons, conditional random fields, Naive Bayes, and support vector machines. Many chapters link to executable code examples and datasets for hands-on study. The repository is designed to help learners organize the book’s key ideas into a practical reference for Chinese NLP work.
    Downloads: 0 This Week
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  • 3
    Parsera

    Parsera

    Lightweight library for scraping web-sites with LLMs

    Scrape data from any website with only a link and column descriptions. Parsera is a tool designed to scrape web content, specifically handling poorly structured or messy websites.
    Downloads: 0 This Week
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  • 4
    mimic

    mimic

    Intercept any app, then call it from Python like a library

    Mimic is a Python tool that turns captured mobile application traffic into an editable client library. It records requests through mitmproxy, extracts stable authentication values, and uses an AI assistant to generate named Python methods for observed endpoints. Generated clients are ordinary source files built on mimic.App, so developers can inspect and modify them directly. The system can preserve request templates and model multi-step API flows in which one call supplies data for another....
    Downloads: 0 This Week
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  • 5
    LangExtract

    LangExtract

    A Python library for extracting structured information

    ...LangExtract supports a wide range of models, including Google Gemini, OpenAI GPT, and local LLMs via Ollama, making it adaptable to different deployment environments and compliance needs. The system excels at handling long documents using optimized chunking, multi-pass extraction, and parallel processing to ensure both high recall and structured consistency.
    Downloads: 0 This Week
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  • 6
    UCO3D

    UCO3D

    Uncommon Objects in 3D dataset

    ...The repository includes automated downloaders with checksum verification, fine-grained controls to fetch only selected modalities or super-categories, and a lightweight Python API for loading frames, geometry, and splats on demand. Metadata is indexed in SQLite for quick queries at scale, and helper builders handle alignment, undistortion, frame extraction from videos, and cropping around the object.
    Downloads: 0 This Week
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  • 7
    Python-Spider

    Python-Spider

    Python3 web crawler practice

    Python-Spider is a repository intended to teach or provide examples for writing web spiders / crawlers in Python — part of a broader learning and resource collection by its author. The code and documentation are oriented toward beginners or intermediate learners who want to learn how to fetch, parse, and extract data from websites programmatically. As part of the author’s public learning-path repositories, python-spider likely includes examples of HTTP requests, HTML parsing, maybe...
    Downloads: 0 This Week
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  • 8
    Prompt Engineering Interactive Tutorial

    Prompt Engineering Interactive Tutorial

    Anthropic's Interactive Prompt Engineering Tutorial

    ...The course leans heavily on realistic failure modes (ambiguity, hallucination, brittle instructions) and shows how to iteratively debug prompts the way you would debug code. Lessons include building prompts from scratch for common tasks like extraction, classification, transformation, and step-by-step reasoning, with checkpoints that let you compare your outputs against solid baselines. You’ll also practice advanced patterns such as tool use, constrained generation, and response validation so outputs are trustworthy and machine-consumable.
    Downloads: 0 This Week
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  • 9
    blind-watermark

    blind-watermark

    Blind&Invisible Watermark, image blind watermark, extract watermark

    ...Watermarks can contain text or raw bit arrays and may be protected with separate image and watermark passwords. The package provides both a Python API and command-line interface for embedding and extraction. Its examples evaluate recovery after rotation, cropping, masking, resizing, noise, cuts, and brightness changes. Multiprocessing can use several CPU cores during processing. The project is intended for copyright marking, traceability, and image steganography experiments.
    Downloads: 1 This Week
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  • 10
    CNN for Image Retrieval
    cnn-for-image-retrieval is a research-oriented project that demonstrates the use of convolutional neural networks (CNNs) for image retrieval tasks. The repository provides implementations of CNN-based methods to extract feature representations from images and use them for similarity-based retrieval. It focuses on applying deep learning techniques to improve upon traditional handcrafted descriptors by learning features directly from data. The code includes training and evaluation scripts that...
    Downloads: 0 This Week
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  • 11
    Python Crawler Tutorial Starts From Zero

    Python Crawler Tutorial Starts From Zero

    Python crawler tutorial, taking you from zero to one

    Python Crawler Tutorial Starts From Zero is a Chinese-language learning repository that teaches web crawling from introductory concepts through practical examples. Early lessons explain HTTP requests, request analysis, the Python Requests library, and common categories of extracted data. Separate chapters cover JSON processing and regular expressions for transforming responses into structured information. Practical exercises demonstrate crawlers for Douban movies, Baidu Tieba, and Baidu...
    Downloads: 0 This Week
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  • 12
    ComplexEventExtraction

    ComplexEventExtraction

    Expression pattern collection of Chinese compound event extraction

    ...It also discusses several event representations, including clauses, token sequences, and syntactic phrases. The project is intended as a research reference for event extraction, knowledge modeling, forecasting, and language-resource development.
    Downloads: 0 This Week
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  • 13
    aeneas

    aeneas

    Automagically synchronize audio and text (aka forced alignment)

    aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment). aeneas automatically generates a synchronization map between a list of text fragments and an audio file containing the narration of the text. In computer science this task is known as (automatically computing a) forced alignment.
    Downloads: 1 This Week
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  • 14
    Metagoofil

    Metagoofil

    Metadata harvester

    Metagoofil is an open-source information-gathering tool designed to extract metadata from publicly available documents associated with a target organization. Written in Python, it helps security researchers and penetration testers identify potentially sensitive information unintentionally exposed through published files. The software searches Google for documents such as PDFs, Word files, Excel spreadsheets, and PowerPoint presentations. It downloads matching files and processes their...
    Downloads: 0 This Week
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  • 15
    TextBlob

    TextBlob

    TextBlob is a Python library for processing textual data

    Simple, Pythonic, text processing, Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more. It provides a simple API for diving into common natural language processing (NLP) tasks such as part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation, and more. TextBlob stands on the giant shoulders of NLTK and pattern, and plays nicely with both. Supports word inflection (pluralization and singularization) and lemmatization, as well as spelling correction. ...
    Downloads: 1 This Week
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  • 16
    The purpose of the Metabrain library is to give developers a way to extract this information from the Internet without resorting to natural language parsing or other complex techniques, using instead statistical methods and patterns/trends analysis.
    Downloads: 0 This Week
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