A Python library for Interpretable Machine Learning in Text Classification using the SS3 model, with easy-to-use visualization tools for Explainable AI
☆349Oct 16, 2025Updated 10 months ago
Alternatives and similar repositories for pyss3
Users that are interested in pyss3 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- SpikeX - SpaCy Pipes for Knowledge Extraction☆403Jul 30, 2021Updated 5 years ago
- Beautiful visualizations of how language differs among document types.☆2,341Jul 4, 2026Updated last month
- A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in …☆431Feb 5, 2024Updated 2 years ago
- A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification☆29Jan 23, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Dataset for "Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution" in IJCAI 17☆30May 8, 2023Updated 3 years ago
- A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coher…☆1,269Jul 24, 2025Updated last year
- Top2Vec learns jointly embedded topic, document and word vectors.☆3,102Nov 14, 2024Updated last year
- Information extraction from English and German texts based on predicate logic☆396Jul 8, 2022Updated 4 years ago
- PYthon Automated Term Extraction☆318Feb 8, 2023Updated 3 years ago
- A Visual Analysis Tool to Explore Learned Representations in Transformers Models☆607Feb 7, 2024Updated 2 years ago
- 🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy☆1,410Mar 27, 2026Updated 5 months ago
- 🐍💯pySBD (Python Sentence Boundary Disambiguation) is a rule-based sentence boundary detection that works out-of-the-box.☆931Aug 20, 2024Updated 2 years ago
- Python Keyphrase Extraction module☆1,590Jul 12, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Bag of, not words, but tricks!☆68Jun 11, 2026Updated 2 months ago
- Data augmentation for NLP☆4,665Aug 9, 2026Updated 3 weeks ago
- Active Learning for Text Classification in Python☆646May 24, 2026Updated 3 months ago
- A Python module to convert natural language numerics into ints and floats.☆234Sep 26, 2024Updated last year
- Generate reports for spaCy models.☆29May 27, 2022Updated 4 years ago
- Deep learning with text doesn't have to be scary.☆274Dec 27, 2022Updated 3 years ago
- Pyinfer is a model agnostic tool for ML developers and researchers to benchmark the inference statistics for machine learning models or f…☆25Feb 19, 2021Updated 5 years ago
- Fuzzy string matching, grouping, and evaluation.☆801Jul 10, 2025Updated last year
- PyTorch deep learning models for document classification☆597Jul 21, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Super easy library for BERT based NLP models☆1,917Aug 19, 2024Updated 2 years ago
- A Python library for calculating a large variety of metrics from text☆368May 5, 2026Updated 3 months ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,474Aug 15, 2026Updated 2 weeks ago
- Minimal Interactive Attention Visualization☆140Jul 5, 2020Updated 6 years ago
- Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualiz…☆114Dec 8, 2022Updated 3 years ago
- Explain & debug any blackbox machine learning model with a single line of code.☆451Jul 13, 2026Updated last month
- Finds linguistic patterns effortlessly☆39Aug 29, 2023Updated 3 years ago
- Various Algorithms for Short Text Mining☆472Updated this week
- ACL 2021: HiTransformer☆13May 29, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A very simple framework for state-of-the-art Natural Language Processing (NLP)☆14,383Oct 27, 2025Updated 10 months ago
- Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.☆1,752Dec 20, 2023Updated 2 years ago
- Self-Supervision for Named Entity Disambiguation at the Tail☆218Jun 14, 2022Updated 4 years ago
- Doubt your data, find bad labels.☆514Jul 15, 2024Updated 2 years ago
- Agents that build knowledge graphs and explore textual worlds by asking questions☆79Aug 9, 2023Updated 3 years ago
- Text preprocessing, representation and visualization from zero to hero.☆2,906Aug 29, 2023Updated 3 years ago
- 🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy☆345Apr 25, 2025Updated last year