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...
VectorBT provides a robust framework for optimizing trading strategies more efficiently, enabling the selection of the best parameters and fine-tuning of the strategy. In...
Plotly combined with pandas_ta is a great tool for visualizing technical indicators and Plotly python library comes with better customization in creating various chart...
SmartAPI, provided by Angel Broking, offers a robust solution for traders and developers looking to integrate real-time stock market data into their applications. Utilizing...
F-String, introduced in Python 3.6, stands for "Formatted String Literals." It's a way to format strings in Python, allowing for easier and more readable...
Amibroker is a powerful technical analysis and trading system development platform, used extensively by traders and analysts for developing and deploying trading strategies. Python,...
NumPy is a Python library that provides support for large, multi-dimensional arrays and matrices, along with a large collection of mathematical functions to operate...
Logistic Regression is a popular statistical method used for predicting binary outcomes, such as predicting whether an email is spam or not, whether a...
A correlation matrix is a quantitative tool used in finance, statistics, and other fields to measure and visualize the relationships between multiple variables. In...
In this article, we will discuss how ensembling methods, specifically bagging, boosting, stacking, and blending, can be applied to enhance stock market prediction. And...
