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2-3-2-open-source-deep-learning-models-for-encoding-taks
2-4-open-source-c2-and-gp-foundations
TPOT_Foundations.ipynbcorpus_foundations_thesis.zipnew_workbook_13.xlsmnew_workbook_13_EvilClippy.xlsm
2-6-1-elasticsearch-api-access-polars
3-1-adversary-emulation-and-training-data-generation
Sysmon_Observations (1).svgdata_sources_new_3.jsonsysmon_layer.yamlsysmon_observations.xlsxsysmonconfig-export.xml
3-2-test-corpus-initial-access-mw-and-3-3-simulator
3-7-security-and-performance-log-analysis-sw
4-5-attention-based-log-similarity-clustering-with-faiss
README.mddependencies
workbench
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5
README.md
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README.md
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[](https://zenodo.org/doi/10.5281/zenodo.13208293)
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# Master Thesis: Development and Evaluation of Software for Forensic Log-Analysis Using Machine Learning and Genetic Programming
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13
dependencies/install_cpu.sh
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dependencies/install_cpu.sh
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#!/usr/bin/env bash
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if [[ "$(uname)" == "Darwin" ]] || [[ "$(uname)" == "Linux" ]]; then
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echo "The CPU installation is starting (macOS, Linux)."
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echo "Installing dependencies"
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pip install -r "https://raw.githubusercontent.com/norandom/log2ml/main/dependencies/requirements.cgpu.txt"
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echo "cuML will not be installed."
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else
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echo "This does not appear to be a CPU environment."
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fi
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dependencies/requirements.cpu.txt
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dependencies/requirements.cpu.txt
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openai==1.13.3
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langchain==0.1.10
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python-dotenv==1.0.1
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tiktoken==0.6.0
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langchain_openai==0.0.8
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langchain_experimental==0.0.53
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langchainhub==0.1.14
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ipywidgets
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transformers==4.39.0
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torch==2.2.1+cpu
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torchvision==0.17.1+cpu
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torchaudio==2.2.1+cpu
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sentence-transformers==2.5.1
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faiss_cpu==1.8.0
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linformer-pytorch==0.19.3
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PyGithub==2.3.0
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deap==1.4.1
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update_checker==0.18.0
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scikit-mdr==0.4.5
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skrebate==0.62
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xgboost==2.0.3
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stopit==1.1.2
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tpot==0.12.2
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umap-learn==0.5.6
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tabulate==0.9.0
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onnx==1.16.1
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skl2onnx==1.17.0
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protobuf==3.20.3
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dill==0.3.8
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