yumikim381

MinerU

A one-stop, open-source, high-quality data extraction tool, supports PDF/webpage/e-book extraction.一站式开源高质量数据提取工具，支持PDF/网页/多格式电子书提取。

PDF-Extract-Kit

A Comprehensive Toolkit for High-Quality PDF Content Extraction

vaderSentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

pysentimiento

A Python multilingual toolkit for Sentiment Analysis and Social NLP tasks

timelms

TimeLMs: Diachronic Language Models from Twitter

BERTweet

BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

tweetnlp

TweetNLP for all the NLP enthusiasts working on Twitter! The Python library tweetnlp provides a collection of useful tools to analyze/understand tweets such as sentiment analysis, emoji prediction, and named entity recognition, powered by state-of-the-art language models specialised on Twitter.

tweeteval

Repository for TweetEval

twitter-sentiment-dataset

data2neo

Data2Neo is a library that simplifies the conversion of data in relational format to a graph knowledge database.

granite-code-models

Granite Code Models: A Family of Open Foundation Models for Code Intelligence

ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

CascadeTabNet

This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"

vit-shapley

interpret

Fit interpretable models. Explain blackbox machine learning.

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

document-ai-transformers

DAVAR-Lab-OCR

OCR toolbox from Davar-Lab

ReadingBank

ReadingBank: A Benchmark Dataset for Reading Order Detection

DocBank

DocBank: A Benchmark Dataset for Document Layout Analysis

PyMuPDF

PyMuPDF is a high performance Python library for data extraction, analysis, conversion & manipulation of PDF (and other) documents.

xplique

👋 Xplique is a Neural Networks Explainability Toolbox

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

Attribution-Visualization

OCRDatasets

A collection of OCR-related datasets

unstract

No-code LLM Platform to launch APIs and ETL Pipelines to structure unstructured documents

unitable

UniTable: Towards a Unified Table Foundation Model

unstructured

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

open-parse

Improved file parsing for LLM’s