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Added acknowledgement.
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janfrancu committed May 4, 2021
1 parent b43b255 commit 2c8f497
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5 changes: 3 additions & 2 deletions scripts/experiments_tabular/dagmm_run.sh
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#!/bin/bash
#SBATCH --partition=cpu
#SBATCH --time=24:00:00
#SBATCH --nodes=1 --ntasks-per-node=4 --cpus-per-task=1
#SBATCH --mem=24G
#SBATCH --nodes=1 --cpus-per-task=1
#SBATCH --mem=16G
#SBATCH --qos==collaborator

MAX_SEED=$1
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10 changes: 10 additions & 0 deletions src/models/dagmm.jl
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"""
Implements all needed parts for constructing DAGMM model
(https://sites.cs.ucsb.edu/~bzong/doc/iclr18-dagmm.pdf) for detecting anomalies.
Code is inspired by multiple reimplementations
- https://github.com/danieltan07/dagmm
- https://github.com/tnakae/DAGMM/
- https://github.com/Newcomer520/tf-dagmm
- https://github.com/mperezcarrasco/PyTorch-DAGMM
"""

using Flux: mse, softmax, unsqueeze, stack
using LinearAlgebra
using StatsBase
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