atulkumar2

https://www.llm-book.com/
https://learn.deeplearning.ai/courses/building-toward-computer-use-with-anthropic/

https://www.youtube.com/watch?v=7xTGNNLPyMI&t=11s - A general audience deep dive into LLM. It covers the full training stack of how the models are developed, along with mental models of how to think about their "psychology", and how to get the best use them in practical applications. 

Instructor
Andrej was a founding member at OpenAI (2015) and then Sr. Director of AI at Tesla (2017-2022)
Find more at https://karpathy.ai/ and https://x.com/karpathy

atulkumar2

atulkumar2

atulkumar2

https://github.com/hi-imcodeman/stock-nse-india

https://github.com/marketcalls

https://pypi.org/project/nsepython/

https://github.com/marketcalls/openchart

atulkumar2

# 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

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.

Installation

• 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.

Open windows terminal and start a git bash session.

atulkumar2

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

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

atulkumar2

from datetime import datetime, timedelta

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

print(date1)
print(date2)

print(date1 > date2)

atulkumar2

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

https://stackoverflow.com/questions/54430470/vs-code-python-autopep8-does-not-honor-2-spaces-hanging-indentation https://stackoverflow.com/a/70932095

• Navigate to library directory of your environment
• Open autopep8.py
• Search for "DEFAULT_INDENT_SIZE" and change it to 2

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

atulkumar2

###############################################################################
# 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