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interpretability
11 projects tagged “interpretability” that gained the most stars yesterday
#1977 · +13 · 1d ·GitHub

OBLITERATUS is the most advanced open-source toolkit for understanding and removing refusal behaviors from large language models — and every single run makes it smarter.

Size
7.3 MB
Stars
8.9K
Age
7mo
Commits · 90 Days
#3503 · +5 · 1d ·GitHub

app — the end-signal probe, public pages, and the live steered-model lab.

Creator
terrafying
Size
850.1 MB
Stars
978
Updated
CommitOct 15
Age
25d
Commits · 90 Days

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Creator
EthicalML
Size
3.1 MB
Stars
21K
Age
8y
Commits · 90 Days
#4910 · +2 · 1d ·GitHub

This is a package with state of the art methods for Explainable AI for computer vision. This can be used for diagnosing model predictions, either in production or while developing models.

Creator
jacobgil
Size
143 MB
Stars
13K
Updated
CommitAug 13
Age
9y
Commits · 90 Days
#5460 · +1 · 1d ·GitHub

SHAP (SHapley Additive exPlanations) is a game theoretic approach to explain the output of any machine learning model.

Creator
shap
Size
299.7 MB
Stars
25.8K
Age
9y
Commits · 90 Days
#5715 · +1 · 1d ·GitHub

0: Kolmogorov-Arnold Networks Meet Science". You may want to quickstart with hellokan, try more examples in tutorials, or read the documentation here.

Size
114 MB
Stars
16.3K
Age
2y
Commits · 90 Days
#6175 · +1 · 1d ·GitHub

YSDA course in Natural Language Processing

Size
602.2 MB
Stars
10.7K
Updated
CommitOct 10
Age
8y
Commits · 90 Days
#6333 · +1 · 1d ·GitHub

BDH (Dragon Hatchling) is a biologically inspired large language model architecture that connects principles of deep learning with the foundations of neuroscience.

Creator
pathwaycom
Size
1 MB
Stars
3.6K
Updated
CommitMay 16
Age
1y
Commits · 90 Days
#7404 · +0 · 1d ·GitHub

This project is about explaining what machine learning classifiers (or models) are doing.

Creator
marcotcr
Size
20.6 MB
Stars
12.2K
Age
10y
Commits · 90 Days
#8476 · +0 · 1d ·GitHub

To understand space is to construct it within, to reason is to manipulate what we construct.

Creator
MirroS-Lab
Size
14 MB
Stars
174
Updated
CommitOct 13
Age
1mo
Commits · 90 Days
#8676 · +0 · 1d ·GitHub

IMPORTANT] > Seeking Research and Dev. Collaborations. We are actively looking for research > collaborators to explore downstream applications built on DMI such as interpretability, speculative decoding, > hallucination analysis, distillation, activation steering, and beyond.

Creator
ProjectDMX
Size
169.2 MB
Stars
62
Updated
CommitOct 14
Age
1y
Commits · 90 Days