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Update readme #49

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May 21, 2024
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Update readme #49

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Update README
yohanchatelain May 21, 2024
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Update changelog
yohanchatelain May 21, 2024
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17 changes: 17 additions & 0 deletions CHANGELOG
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# [v2.0.0] 2024/05/21

## Changed
* Change verificarlo version [v0.9.1 -> v2.0.0]
* Update numpy version from 1.22.0 to 1.22.4
* Update sklearn version from 1.0.2 to 1.3.2
* Update build_fuzzy_libmath_dockerfile.sh

# [v0.9.1] 2023/03/23

## Added
* Fast version for libmath, reusing +/- 1 trick from [Verrou](https://github.com/edf-hpc/verrou/blob/master/interflop_backends/interflop_verrou/vr_roundingOp.hxx)

## Changed
* Change verificarlo version [v0.8.0 -> v0.9.1]

# [v0.8.0] 2022/07/15

## Changed
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## Deprecated
* Version v0.5.0 must not be used on architecture not supporting AVX-512

# [v0.5.0] 2021/06/18

## Changed
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14 changes: 13 additions & 1 deletion README.md
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# Fuzzy v0.9.1
# Fuzzy v2.0.0

[![DOI](https://zenodo.org/badge/218554957.svg)](https://zenodo.org/badge/latestdoi/218554957)
[![Build Fuzzy Environments](https://github.com/verificarlo/fuzzy/actions/workflows/build-fuzzy.yml/badge.svg?branch=master)](https://github.com/verificarlo/fuzzy/actions/workflows/build-fuzzy.yml)
Expand Down Expand Up @@ -248,6 +248,18 @@ and applications can be built atop them:
> Sohier, Devan, et al. "Confidence Intervals for Stochastic Arithmetic." ACM Transactions on Mathematical Software (TOMS) 47.2 (2021): 1-33.
>
> Kiar, Gregory, et al. "Data Augmentation Through Monte Carlo Arithmetic Leads to More Generalizable Classification in Connectomics." bioRxiv (2020).
>
> Chatelain, Yohan, et al. "PyTracer: Automatically profiling numerical instabilities in Python." IEEE Transactions on Computers (2022).
>
> Des Ligneris, Morgane, et al. "Reproducibility of tumor segmentation outcomes with a deep learning model." 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI). IEEE, 2023.
>
> Pepe, Inés Gonzalez, et al. "Numerical Uncertainty of Convolutional Neural Networks Inference for Structural Brain MRI Analysis." International Workshop on Uncertainty for Safe Utilization of Machine Learning in Medical Imaging. Cham: Springer Nature Switzerland, 2023.
>
> Chatelain, Yohan, et al. "A numerical variability approach to results stability tests and its application to neuroimaging." arXiv preprint arXiv:2307.01373 (2023).
>
> Vila, Gaël, et al. "The Impact of Hardware Variability on Applications Packaged with Docker and Guix: a Case Study in Neuroimaging." (2024).
>
> Gonzalez Pepe, Inés, et al. "Numerical stability of DeepGOPlus inference." Plos one 19.1 (2024): e0296725.

## License
The *Fuzzy* copyright belongs to all contributors of this repository, and it is
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