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Exploration and Exploitation

Exploration and Exploitation are two fundamental processes in reinforcement learning. In short, exploration is about learning something new, and exploitation is about making decisions based on known information. Balancing these two is crucial. Exploration Through this...

Avoiding Conflicts on GitHub: The Power of Locking

GitHub is a hub of collaboration where developers come together to work on projects, share ideas, and resolve issues. While this collaborative environment is one of GitHub's strengths, it can also give rise to commit conflicts. GitHub provides a powerful tool called...

Unreal Engine Basic Terminology

Unreal Engine is a powerful and versatile game development engine created by Epic Games. With its real-time rendering capabilities, visual scripting system (Blueprints), and robust physics engine, Unreal Engine empowers developers to bring their creative visions to...

Confusion Matrices with Heatmaps: Implementation in Python with seaborn and scikit-learn

Understanding and effectively utilizing a confusion matrix and heatmap is crucial for anyone dealing with classification problems in machine learning. In this blog post, we'll dive into the intricacies of these powerful tools, providing clear explanations and...

Create a Progressbar using tqdm and Python

tqdm is a must need python package for all data scientists and artificial intelligence researchers/developers. Sometimes, we need to visualize what is going on in the background. Some programs may require hours to several days to finish. In that case, a progress bar...

Basic Anaconda Commands

Anaconda is a fantastic tool for all deep learning, machine learning, and computer vision researcher. It reduces tons of extra work for setting up environments and tools. Personally, I love it so much. Anaconda Navigator is a great UI for setting up environments and...

Hand joint detection using OpenCV and MediaPipe

MediaPipe is a cross-platform framework for building multimodal applied machine learning pipelines. MediaPipe Python package is available on PyPI for Linux, macOS, and Windows. Today we will write a simple code for hand joint detection using OpenCV. At...

Supervised Learning Algorithms

Overview of Supervised Learning Supervised learning is a type of machine learning algorithm that is designed to map input data to labeled output data. In supervised learning, an algorithm is trained on a labeled dataset, which means that each example in the dataset is...

Matplotlib

Matplotlib is a widely used visualization library in Python that allows easy creation of various types of line charts, bar charts, histograms, etc. Since Matplotlib is a visualization library, each example can be quite extensive. Here, we will try to understand this...

How to display a bar chart in a different color in python

When we use the bar chart in matplotlib python library, the default bar color is uniform. We can change it by simply using the set_color() property. For example, follow this code snippet- import matplotlib.pyplot as plt plt.figure() barlist=plt.bar([1,2,3,4],...

NumPy

Numerical NumPy, commonly known as NumPy, is a significant library among Python's numerous libraries. It is widely used for various types of numerical and scientific computing. It is unparalleled for working with multi-dimensional arrays. Let's first see how we can...

What is MSE?

MSE is known as Mean Squared Error. Basically, it is an optimization problem that is predominately used in image processing, signal processing, etc. Also, it is used as a loss function in machine learning and deep learning. MSE is calculated by squaring the difference...
Lambda Function in Python

Lambda Function in Python

A lambda function is essentially an anonymous or unnamed function. In the previous function section, we saw that the def keyword is used to define a...

Recursion in Python

Recursion in Python

In programming, recursion is an important topic. When a function calls itself, it is called recursion. Python allows the use of recursion. When...

Function in Python

Function in Python

A function is a specific block of code that performs a distinct and singular task. For instance, an electric fan above our heads rotates, performing...

Loop in Python

Loop in Python

Our lives resemble a loop. Waking up in the morning, performing daily rituals, heading to our respective workplaces, having lunch, returning home...

Conditional Statement

Conditional Statement

Conditional statements play a very important role in programming. Decisions are made through conditional statements. We make various decisions every...

Dictionary in Python

Dictionary in Python

Similar to sets, the dictionary data type in Python is a special data structure not commonly seen in other programming languages. In a dictionary,...

Sets in Python

Sets in Python

A set in Python is a unique data structure based on the mathematical concept of a set. It does not follow any order or index. Elements in a set are...

Tuples in Python

Tuples in Python

Similar to lists, tuples are an important data type in Python. Tuples follow a specific order; however, unlike lists, their elements cannot be...

List in Python

List in Python

Lists are a widely used data type in Python. In most programming languages, they are known as arrays. They follow a specific order and can be...