nested-transformer VS conformal_classification

Compare nested-transformer vs conformal_classification and see what are their differences.

nested-transformer

Nested Hierarchical Transformer https://arxiv.org/pdf/2105.12723.pdf (by google-research)

conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction). (by aangelopoulos)
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nested-transformer conformal_classification
1 2
190 211
0.0% -
1.8 0.0
over 2 years ago over 1 year ago
Jupyter Notebook Jupyter Notebook
Apache License 2.0 MIT License
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nested-transformer

Posts with mentions or reviews of nested-transformer. We have used some of these posts to build our list of alternatives and similar projects.

conformal_classification

Posts with mentions or reviews of conformal_classification. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-04.

What are some alternatives?

When comparing nested-transformer and conformal_classification you can also consider the following projects:

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Deep-Learning-Experiments - Videos, notes and experiments to understand deep learning

edward2 - A simple probabilistic programming language.

rtdl-revisiting-models - (NeurIPS 2021) Revisiting Deep Learning Models for Tabular Data

ltt - Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

rcps - Official codebase for "Distribution-Free, Risk-Controlling Prediction Sets"

gdrl - Grokking Deep Reinforcement Learning

ml-classify-text-js - Machine learning based text classification in JavaScript using n-grams and cosine similarity