Bert Model Python Packages

detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

bertsimilar

Get Similar Words and Embeddings using BERT Models

germansentiment

An easy to use python package for deep learning-based german sentiment classification.

ernie

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

semantic-text-similarity

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

kashgari-tf

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

neuralqa

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

bulk-ner

Tiny no-string framework for a quick third-party models binding for entities extraction from cells of long tabular data

tuneprompt

PromptForge scores LLM prompts across seven quality dimensions, then rewrites weak prompts into clear, intent-preserving instructions

ear-transformers

Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"

arelight

Granular Viewer of Sentiments Between Entities in Massively Large Documents and Collections of Texts, powered by AREkit

biobert-pytorch

Ready to use BioBert pytorch weights for HuggingFace pytorch BertModel :relieved:

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bertsimilarity

Sentential Semantic Similarity measurement library using BERT Embeddings for spatial distance evaluation.

tbert

PyTorch port of BERT ML model

proteinbert-pytorch-reproduction

Implementation of ProteinBERT, a deep language model designed for proteins.

temporal-taggers

Code and data form the paper BERT Got a Date: Introducing Transformers to Temporal Tagging

short-activist-predictor

Machine learning model for predicting the likelihood of success for short activist reports targeting public companies.