Blogs

FinRL Installation

Setup

Installation

Reinforcement Learning

FinRL is a library that provides a unified framework for training, evaluating, and deploying deep reinforcement learning models (DRL) for finance. It is built on top of the…

Central Limit Theorem

Applied Statistics

Statistics

Data Analysis

Python

This is a combined work of Khush Shah and Kajal Panchal.

Khush Shah, Kajal Panchal

Numerical Hygiene

Mathematics

Python

Numerical expressions are vastly used in the field of data science. They are used to perform mathematical operations on data. However sometimes, the results of these…

Types of Losses and Optimisation

Machine Learning

Optimisation

Loss or Objective Function is a measure of the model’s performance. It is optimised during the training to improve model’s performance.

Multiple Choice Functions

def sum(a,b):
    return a+b

def subtract(a,b):
    return a-b

def multiply(a,b):
    return a*b

def divide(a,b):
    return (a/b) if b!=0 else "Error"

KL-Divergence

Approximation

Optimisation

Mathematics

Statistics

In this blog we want to discuss about the “KL-Divergence”. But first, we need to understand what is “distance”.

Active Learning Classification

Active learning is a machine learning technique that involves iteratively selecting the most informative samples from a large unlabeled dataset and adding them to a smaller…

Neural Networks Implementation

First we import the necessary libraries

Command Line Utilities in Linux

LS: This command is used for listing contents inside a directory

Setting Up Development Environment

Setup

Install VS-Code from here.
Set up VS-Code according to your need.
Install Quarto extension in VS-Code.
Download Quarto from here.
Verify the download installer by running …