Update README.md

tanmoyyy · web-flow · commit 002469195218 · 2023-09-05T17:19:50.000+05:30
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 # AnomalydetectionAutoencoder
 "This is a tutorial for anomaly detection with Autoencoder. The tutorial is based on 'Anomalies, Representations, and Self-Supervision' (arXiv:2301.04660). The aim here is to reproduce the upper left panel of Figure 1 from arXiv:2301.04660. Please first ensure that the necessary modules are installed. The notebook is created for a dataset provided as based on JHEP 05 (2019) 036, arXiv:1811.10276 (see also arXiv:2107.02157). The original training data can be found here: [https://zenodo.org/record/5046428](https://zenodo.org/record/5046428). The A > 4l new physics samples are available at [https://zenodo.org/record/5046428](https://zenodo.org/record/5046428). Please utilize the 20k training samples for a less computationally intensive environment."
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+For creating the representation utlize AnoCLR.ipynb. The augmentation and loss funtions can be found from the modules shared in [https://github.com/bmdillon/AnomalyCLR] .
