interpretml / interpret-textLinks
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
☆429Updated last year
Alternatives and similar repositories for interpret-text
Users that are interested in interpret-text are comparing it to the libraries listed below
Sorting:
- A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for …☆347Updated last week
- All the goto functions you need to handle NLP use-cases, integrated in NLPretext☆141Updated 7 months ago
- Robustness Gym is an evaluation toolkit for machine learning.☆443Updated 3 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Updated last year
- A collection of tutorials for Snorkel☆406Updated 11 months ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,249Updated 3 months ago
- SpikeX - SpaCy Pipes for Knowledge Extraction☆399Updated 4 years ago
- SummVis is an interactive visualization tool for text summarization.☆253Updated 3 years ago
- Toolkit to help understand "what lies" in word embeddings. Also benchmarking!☆477Updated 2 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆602Updated last year
- Active Learning for Text Classification in Python☆628Updated last week
- A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data…☆243Updated last year
- NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT☆234Updated 2 years ago
- 📰Natural language processing (NLP) newsletter☆302Updated 5 years ago
- Compute Sentence Embeddings Fast!☆623Updated 2 years ago
- Creating class-based TF-IDF matrices☆90Updated 3 years ago
- A Python library for calculating a large variety of metrics from text☆351Updated 10 months ago
- OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)☆788Updated last year
- Framework for fine-tuning pretrained transformers for Named-Entity Recognition (NER) tasks☆159Updated 2 years ago
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆608Updated 11 months ago
- Steam review texting embedding analysis☆143Updated 2 years ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆265Updated 11 months ago
- Python package of Tomoto, the Topic Modeling Tool☆585Updated last year
- Repository for TweetEval☆386Updated 3 years ago
- Fixes contractions such as `you're` to `you are`☆318Updated 2 years ago
- Applying BERT to named entity recognition in English and Russian.☆162Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆205Updated 3 years ago
- Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, vide…☆560Updated last year
- This is where I put things I find useful that speed up my work with Machine Learning. Ever looked in your old projects to reuse those coo…☆261Updated 3 years ago
- Text analysis with networks.☆290Updated 2 weeks ago