2021-06-26

Labeling financial data for Machine Learning

24 mins readIn this article, we’ll be looking at one method for labeling our data and getting it ready for our model. By the […]
2021-06-12

Introduction to advanced candlesticks in finance: tick bars, dollar bars, volume bars, and imbalance bars

56 mins readIn this article, we will explore why traditional time-based candlesticks are an inefficient method to aggregate price data, especially under […]
2021-06-06

Python __getattr__ and __getattribute__ magic methods

5 mins readPython Magic Methods Magic Methods are a broad and general term that refers to “special” methods in a Python class. […]
2021-04-28

Python Scipy sparse matrices explained

7 mins readConsider a two-dimensional data set consisting of 5 rows and 7 columns, where each element contains a value. Such data […]
2021-03-01

REINFORCE Algorithm explained in Policy-Gradient based methods with Python Code

17 mins readPolicy gradients Policy gradients is a family of algorithms for solving reinforcement learning problems by directly optimizing the policy in […]