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absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

amazon-textract-code-samples

Amazon Textract Code Samples

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

aws-tutorial-code

AWS tutorial code.

booknlp

BookNLP, a natural language processing pipeline for books

defaukt

depnd

Rule-based negation detection using dependency parse trees (CoNLL 2007 format).

docbank

DocBank: A Benchmark Dataset for Document Layout Analysis

doclaynet

DocLayNet: A Large Human-Annotated Dataset for Document-Layout Analysis

early-stopping-pytorch

Early stopping for PyTorch

end-to-end-object-detection-detectron2-sagemaker

From nothing to a deployed object detection model on SageMaker with Detectron2

lamini

Can be used to make custom fine-tuning data for LLMs

langchain

⚡ Building applications with LLMs through composability ⚡

linux_path_traversal

lit-llama

Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

litbank

Annotated dataset of 100 works of fiction to support tasks in natural language processing and the computational humanities.

llava-med

Large Language-and-Vision Assistant for BioMedicine, built towards multimodal GPT-4 level capabilities.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

negbio

High-performance tool for negation and uncertainty detection in radiology reports

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pdf-annotate

Pure-python library for adding annotations to PDFs

publaynet

python-deepdive

Python Deep Dive Course - Accompanying Materials

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sdfc

snowchat

Chat on you're snowflake database - Text to SQL

spacy

💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.