Python

VectorBT Streamlit Backtesting App – Python Tutorial

This Streamlit application is designed for backtesting trading strategies using the VectorBT library in Python. It provides a user-friendly interface to input various parameters...
Rajandran R
4 min read

Implementing Flip and Exrem Functions in Python Pandas Structure

The provided code defines two functions, exrem and flip, both of which are designed to work with boolean series in a pandas DataFrame. These...
Rajandran R
2 min read

How PandasAI and LLM Models Transform Financial Data Analysis

PandasAI emerges as a groundbreaking tool in the dynamic landscape of data analysis, offering substantial advancement, particularly for students, novice programmers, fledgling data analysts,...
Rajandran R
3 min read

Best Python Coding Practice to Handle ApiKeys Securely

In the field of algorithmic trading and software development, especially in scenarios involving web services and APIs, ensuring robust security is of utmost importance....
Rajandran R
1 min read

How to Install VectorBT in a Virtual Environment and…

I use the Python 3.11 version on my local Windows machine and unfortunately, VectorBT supports currently only up to the 3.10 version. When I...
Rajandran R
4 min read

Visualizing the Market Strength Using a Gauge Chart: Python…

In this tutorial, we'll explore how to visualize the RSI using a gauge chart in Python, leveraging the capabilities of the Plotly library, ...
Rajandran R
2 min read

Crash Course – Python for Traders

Welcome to "Python for Traders," a comprehensive journey into using Python to enhance your trading strategies. This course is designed to equip you with...
Rajandran R
2 min read

Top 10 Python Libraries with Historical Data APIs for…

As the world of trading continues to advance, algorithmic trading has emerged as a fundamental aspect for both institutions and individual traders. Python, renowned...
Rajandran R
3 min read

Simple Live Nifty Options Open Interest Monitoring Tool –…

Plotting live open interest charts is a powerful tool to visualize this data in real-time, helping to make informed decisions. This tutorial will guide...
Rajandran R
2 min read

Designing Simple EMA Crossover Intraday Scanner using Python

This Python script is designed to track and analyze Exponential Moving Average (EMA) crossovers for a set of specified stock tickers within a certain...
Rajandran R
2 min read

How to Fetch Historical Stock Market Data using SmartAPI…

This tutorial will guide you through fetching historical stock market data using the SmartAPI Python library, specifically with an AngelOne trading account. SmartAPI is...
Rajandran R
2 min read

Halftrend Indicator – Python Code

Halftrend is a Trend trend-following indicator that could manage the sideways market better. In this tutorial, we will be building Halftrend using pandas_ta and...
Rajandran R
2 min read