Atul Kumar atulkumar2

Use git to interact with github in VSCode on windows 11.

Github no longer allow password based authentication so SSH is the one way to avoid convoluted authentication via browser.

Install git using .exe from GIT SCM download . Do not use winget or other options.
Enable option for integrating git bash with windows terminal. See adding git bash to windows terminal for details.

This is to allow format document feature in VSCode to format the file using 2 spaces instead of 4.

If using minioconda, autopep8.py file can be found in the location as below

This is meant to be assistance material for PGDMLAI Course users to help them understand more of the content in better way.

A Short Introduction to Boosting Yoav Freund, Robert E. Schapire Inventor of AdaBoost
Introduction to Adaptive Boosting Hsuan-Tien Lin

	# Fickle setup with too many issues on Windows 11 client
	# https://github.com/jupyter-lsp/jupyterlab-lsp
	# Windows 11
	# Python 3.11 or 3.12
	# Do this before other installations
	# Make sure that all subsequent packages are installed from conda-forge. If Python changes to official package, jupyter lab stops working properly.

	conda create -n <envname>
	conda install -c conda-forge python=3
	conda install -c conda-forge 'jupyterlab>=4.1.0,<5.0.0a0' jupyterlab-lsp

	##############################################################
	# Some functions for basic EDA
	# With active help from chatgpt
	##############################################################

	def header_comment(msg):
	print(msg + '\n' + '-' * 50 + '\n')


	def basic_df_info(df):

	from datetime import datetime, timedelta

	date1 = datetime.now()
	date2 = date1 + timedelta(days=1)

	print(date1)
	print(date2)

	print(date1 > date2)

	###############################################################################
	# Takes screenshot at defined interval and saves at a defined path
	# Minimize the program window for proper screenshot
	# Install package pyautogui in a separate conda environment
	# Prefer to use anaconda.org to create environment
	# Created on 2021-04-09
	###############################################################################

	import os
	import time

	import logging
	IS_LOGGING_INITIALIZED = False

	class LogFile:
	filename = 'mylogging.log'
	maxBytes = (1000*5000)
	backupCount = 10
	format = '%(asctime)s %(message)s'
	datefmt = '%m/%d/%Y %I:%M:%S %p'

	Install a lot of Data science packages at once (They bring in lot of dependencies with them)
	conda install pandas seaborn notebook scikit-learn lxml json requests

	Update all conda environments at once in Linux (except base)
	for env in $(conda env list \| cut -d" " -f1 \| tail -n+4); do conda update -y -n $env --all; done
	for base, do as follows
	conda update -y -all -n base

	Update all conda environments at once in Windows 10 (Using Anaconda Poweshell prompt)
	conda env list \| %{$_.split(' ')[0];} \| Select-String -notmatch '#' \| %{conda update -y -n $_ --all}

-# This will delete all AWS config rules from regions listed in the string regions below
-# Run it on one region first to confirm
-# To run, python 3.* with awscli package is needed
-# For anaconda, use https://anaconda.org/conda-forge/awscli to install package
-# List of AWS regions https://docs.aws.amazon.com/general/latest/gr/rande.html
-# https://docs.aws.amazon.com/config/latest/developerguide/evaluate-config_manage-rules.html
-# There is dry run option in config rules so beware
-#regions=(us-east-2 us-east-1 us-west-1 us-west-2 ap-south-1 ap-northeast-2 ap-southeast-1 ap-southeast-2 ap-northeast-1 ca-central-1 cn-north-1 cn-northwest-1 eu-central-1 eu-west-1 eu-west-2 eu-west-3 eu-north-1 sa-east-1 us-gov-east-1 us-gov-west-1)
-regions=(ap-southeast-2 ap-northeast-1 ap-northeast-2 ca-central-1 cn-north-1 cn-northwest-1 eu-central-1 eu-west-1 eu-west-2 eu-west-3 eu-north-1 sa-east-1)