michhar

"""
Contributor:  Micheleen Harris
Date:  Feb. 20, 2022
Original source:  https://github.com/donglee-afar/logdeep/issues/3#issuecomment-750028771
Purpose:  Map event ids to an encoded semantics vector (specifically for loganomaly method)
Notes:
- Uses the spellpy parser project:  https://github.com/nailo2c/spellpy (need to pip install)
- Need the stop words Python file from SpaCy in project folder with this file:  https://github.com/explosion/spaCy/blob/master/spacy/lang/en/stop_words.py
- Example below are from Ubuntu system logs (normal and abnormal as deemed by user)

michhar

#############################################################################################
# Purpose:  Run JupyterLab on Percept (Mariner OS) to train small vision models
# Author:  Micheleen Harris
# License: MIT
# Build with:  sudo docker build -t <give me some name and tag> -f Dockerfile.jupyterlab .
# Run with:  sudo docker run -it --rm  -p 8888:8888  -v /home/<linux username>/notebooks:/home/ --privileged <image name with tag>
# Additional file:  clean_python.sh, requirements.txt and any Jupyter notebooks you wish
#############################################################################################

ARG BASE_IMAGE=ubuntu:18.04

michhar

tensorflow-gpu==2.3.1
opencv-python
lxml
tqdm
absl-py
matplotlib
easydict
pillow

michhar

#!/usr/bin/env bash

# This script is intended as an initialization script used in azuredeploy.json
# See documentation here: https://docs.microsoft.com/en-us/azure/virtual-machines/extensions/custom-script-linux#template-deployment

# see abbreviated notes in README.md
# comments below:

adminUser=$1

michhar

Seattle Artificial Intelligence Workshops is dedicated to providing a respectful, harassment-free community for everyone. We do not tolerate harassment or bullying of any community member in any form.

Harassment includes offensive verbal/electronic comments related to personal characteristics or choices, sexual images or comments in public or online spaces, deliberate intimidation, bullying, stalking, following, harassing photography or recording, sustained disruption of talks, IRC chats, electronic meetings, physical meetings or other events, inappropriate physical contact, or unwelcome sexual attention. Participants asked to stop any harassing or bullying behavior are expected to comply immediately.

If a participant engages in harassing behavior, representatives of the community may take reasonable action they deem appropriate, including warning the offender, expulsion from any Seattle Artificial Intelligence Workshops event, or expulsion from mailing lists, IRC chats, discussion boards and other electron

michhar

Following https://github.com/multimodallearning/pytorch-mask-rcnn#installation

Setup

• Using an anaconda3 Python 3.5 install
• CUDA 9 support on GTX 1060
• PyTorch from https://github.com/peterjc123/pytorch-scripts (one with GPU support/CUDA 9)

Caveats

• Using Anaconda3 instead of Miniconda3
• For nms build: nvcc -c -o nms_kernel.cu.o nms_kernel.cu -x cu -Xcompiler -fPIC -ccbin "c:\Program Files (x86)\Microsoft Visual Studio 14.0\VC\bin -arch=sm_61

michhar

{
    "actors": [
        "Chris Pratt",
        "Bryce Dallas Howard",
        "Irrfan Khan",
        "Vincent D'Onofrio"
    ],
    "director": [
        "Colin Trevorrow"
    ],

michhar

{
    "actors": [
        "Chris Pratt",
        "Bryce Dallas Howard",
        "Irrfan Khan",
        "Vincent D'Onofrio"
    ],
    "director": [
        "Colin Trevorrow"
    ],