Academic

Deep Learning Rate Optimizers
Performing various optimization techniques on a neural network using the IRIS dataset and evaluating their performances.
Srihari Thyagarajan
Last updated on Jun 3, 2024 38 min read Programming, Machine Learning, Algorithms, Academic
Deep Learning Rate Optimizers
Document Similarity
Implementing methods such as Word2Vec and GloVe for measuring document similarity.
Srihari Thyagarajan
Last updated on Jun 3, 2024 8 min read Programming, Text Analysis, Data Science, Academic
Document Similarity
Decision Trees
Implementing Decision Trees for classification and regression tasks
Srihari Thyagarajan
Last updated on May 25, 2024 44 min read Programming, Data Science, Algorithms, Academic
Decision Trees
K Means Clustering
Implementing the K-Means algorithm for data clustering tasks
Srihari Thyagarajan
Last updated on May 26, 2024 13 min read Programming, Data Science, Algorithms, Academic
K Means Clustering
Morphological Operations
Applying morphological operations for noise removal in fingerprint images
Srihari Thyagarajan
Last updated on May 25, 2024 5 min read Programming, Computer Vision, Biometrics, Academic
Morphological Operations
Erosion Dilation
Image Morphological Operations
Srihari Thyagarajan
Last updated on May 25, 2024 4 min read Programming, Computer Vision, Academic
Erosion Dilation
Naive Bayes Classification
Implementing the Naïve Bayes algorithm for classification using Python
Srihari Thyagarajan
Last updated on May 26, 2024 14 min read Programming, Data Science, Algorithms, Academic
Naive Bayes Classification
Edge Detection
Image Edge Detection using Sobel Operator and Averaging Filter!
Srihari Thyagarajan
Last updated on May 25, 2024 9 min read Programming, Computer Vision, Academic
Edge Detection
Discrete Fourier Transform
Experimenting with DFT, IDFT and matrices!
Srihari Thyagarajan
Last updated on May 25, 2024 4 min read Programming, Mathematics, Academic
Discrete Fourier Transform
Elementary Signals
Elementary Signals and Operations in Python!
Srihari Thyagarajan
Last updated on May 25, 2024 10 min read Programming, Mathematics, Academic
Elementary Signals