andresilvapimentel/RNAtox

RNAtox is a code to classify the caspase toxicity and gene knockdown of antisense oligonucleotide (ASO) sequences and generate explanations of k-mers that cause caspase toxicity and gene knockdown using Local Interpretable Model-Agnostic Explanations (LIME), Anchors explanations, and SHapley Additive exPlanations (SHAP).

/ 100

Experimental

No commits in the last 6 months.

Stale 6m No Package No Dependents

Maintenance 2 / 25

Adoption 1 / 25

Maturity 9 / 25

Community 0 / 25

How are scores calculated?

Stars

Forks

—

Language

Jupyter Notebook

License

MIT

Category

explainability-interpretability-frameworks

Last pushed

Aug 05, 2025

Commits (30d)

GitHub

Explainability Interpretability Frameworks · 224 frameworks

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/andresilvapimentel/RNAtox"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

Higher-rated alternatives

obss/sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent...

understandable-machine-intelligence-lab/Quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

aixplain/aiXplain

aiXplain enables python programmers to add AI functions to their software.

Explore ML Frameworks

All categories Trending ML Framework directory Insights