Machine Learning (ML) Major ideas in Creating Realistic Talking Head Models from Photo The only issue in creating artificial videos is that they require a large amount of training data, however, we might want it to learn from only a few image views of a person. This is the concern of this paper.
Software Engineering Rounding and Truncating numbers using math.h in C In this article, we have explored how to round and truncate numbers in C using the math.h library. that is round(), roundl(), trunc(), truncl() and others
Software Engineering Post a tweet using Twitter API In this article, we have explored how to post a text as a tweet in Twitter using Twitter API in Python. We have used to approaches: using tweepy and requests library
Software Engineering Using Final and Abstract in Java In the context of Java Inheritance, final and abstract are two important modifiers on deciding whether a class can take part in an inheritance relationship or not.
Software Engineering Get list of posts in a subreddit using Reddit API This article talks about using JavaScript to get posts from a subreddit using the Reddit API. We are going to use listings in the Reddit API and the web API fetch() to make the API calls to a random subreddit.
Algorithms Calculate Binomial Coefficient using Dynamic Programming Using a recursive relation, we will calculate the N binomial coefficient in linear time O(N * K) using Dynamic Programming
Machine Learning (ML) AVX512 VNNI: This instruction boosts ML performance by 2X AVX512 Vector Neural Network Instructions (AVX512 VNNI) is an x86 extension Instruction set and is a part of the AVX-512 ISA. It is designed to accelerate convolutional neural network for INT8 inference
Machine Learning (ML) Polynomial regression using scikit-learn In this article, we have implemented polynomial regression in python using scikit-learn and created a real demo and get insights from the results.
Machine Learning (ML) Learn to use TPOT: An AutoML Tool TPOT stands for Tree Base Pipeline Optimization Tool. It is used to solve or give a idea on machine learning problems. It helps us to explore some of pipeline confiuration that we did not consider earlier for our model.
Software Engineering strncmp in C strncmp is a function in C which is used to compare two array of characters upon N indexes and return if the first array is less, equal or greater than the second array.
Software Engineering strcmp in C strcmp is a function in C which is used to compared two strings that is array of characters and returns if the first array is greater, smaller or equal to the second array
Algorithms Find the largest number with given number of digits and sum of digits In this problem, we need to find the largest number with a given number of digits N and given sum of digits say M. We will use a greedy algorithm to solve this is O(N) time complexity.
Machine Learning (ML) Exploratory Data Analysis using Python In this article, we will see what Exploratory Data Analysis (EDA) is, what are the different steps in it, and further how to implement it using Python
Algorithms Maximum Sum Rectangle in a Matrix Given a 2D array, we need to find the subarray with the maximum sum of its elements. We solve this using Dynamic Programming in O(N^3) where brute force takes O(N^5)
Machine Learning (ML) Edmundson Heuristic Method for text summarization Edmundson Heuristic Method proposes the use of a subjectively weighted combination of features as opposed to traditionally used feature weights generated using a corpus
Software Engineering Map vs Multimap in C++ STL The only difference between map and multimap in C++ is that map can only store unique key-value pairs while is multimap, no key value pair is unique.
Software Engineering equal_range() in Set C++ STL equal_range() is a built in function for Set container in C++ STL which is used to determine the range of a number or key value passed as a parameter.
Software Engineering Bucket in Unordered map in C++ STL unordered_map::bucket for unordered map container in C++ STL is used to check if 2 elements have the same hash and hence, falls into the same bucket.
Algorithms Find the smallest number with given number of digits and sum of digits We are given two positive integers M and N. The task is to find the smallest number that has length M (number of digits) and sum of digits as N. We will solve this using a greedy approach in O(M)
Machine Learning (ML) Applying Naive Bayes classifier on TF-IDF Vectorized Matrix We will use Naive Bayes classifier on IF-IDF vectorized matrix for text classification task. We use the ImDb Movies Reviews Dataset for this.
Software Engineering Audio Fingerprinting using the AudioContext API Audio fingerprinting takes advantage of device performance specs to build up an identifying fingerprint of a user. It uses the AudioContext API for this
Software Engineering qsort in C qsort in C is an in-built function for sorting array of any data types including structs. It, internally, uses a variant o Quick Sort and is a part of stdlib.h
Algorithms Calculate Newman Conway Sequence Newman Conway Sequence is the sequence which follows a given recursive relation (p(n) = p(p(n-1)) + p(n-p(n-1))). We solve it using Dynamic Programming in O(N) time
Software Engineering Working with Zip File System in Java In this article, we will work with ZIP file system in Java and see how we can move or copy files to ZIP, delete files from ZIP and rename a file in ZIP.
Software Engineering Relational Operators for comparing Queue in C++ STL Relational Operators used with queue c++ STL are overloaded operators which are used to perform appropriate comparisons between two queue objects. The queues are compared element by element.
