Cross validation is an important term in machine learning and deep learning models. Every machine learning and deep learning model predicts results, and we need to verify them. Cross validation is used for verification of the predictive ability of machine learning and deep learning models. In cross-validation, many subsets of data from training and testing samples are collected […]
Cross entropy is a differentiative measure between two different types of probability. Cross entropy is a term that helps us find out the difference or the similar relation between two probabilities. There are two different types of distributions in any model i.e. The predicted probability distribution and the actual distribution, or true distribution. Cross entropy
The goto statement is very popular in other programming languages like C, C++. The goto statement is the arrangement of code to jump from one part to another. We can skip some parts of the code using this goto statement. Certain functions from code can be skipped using these goto statements. There is no specific
The curly braces are used everywhere in Python. Most of the time, you can see these curly braces {} during dictionary, or set initialization. The basic syntax of the dictionary that contains key-value pairs is enclosed within this curly braces {}. But, in strings, we can use these curly braces to replace the value in
The StringIO is a class that comes under the scope of the ‘io’ module. This module mainly deals with the I/O operation and tasks. The different sections related to I/O are files, I/O streams, buffers, and other files handled with the help of this ‘io’ module. In Python, if the data is present in the
The k-mers are the most frequent sequence of characters present in any string. In any string structures if some group characters are repeating several times, then these sequences are considered as k-mers in Python. This concept is very similar to the DNA-RNA structure of human beings. For example, The human DNA-RNA is made up of
How To Get The Most Frequent K-mers Of A String? Read More »
The struct method is used to create a packet of data in Python. This method is very similar to the transmission of electric signals. The signals are encoded first and then transmitted to another place. The Python language provides a different alternative to the struct method, i.e., byte() function, bytearray() function, and bitwise operators. In
The F-string is a formatting technique that allows Python programmers to format strings quickly and easily. By adding the letter ‘f’ as a prefix in the syntax, developers can utilize this popular method for its efficient execution and straightforward syntax. Its convenience surpasses alternatives such as the str. format() method or % formatting. This narrative
The Fibonacci sequence is a mathematical formula that arranges elements in an interesting arrangement, as each element in the sequence is the sum of the previous two elements. This numerical phenomenon is utilized in various computer languages such as C, C++, JAVA, and Python, but regardless of the language, the logic behind its implementation is
Deep learning models developed by PyTorch are used to predict the results of some complex problems like speech/ image recognition systems, Classification, and regression problems. The PyTorch library is used to develop these models in Python language. Now, let’s go through the concept of deep learning using PyTorch. Different Machine learning and Deep learning models