Machine Learning

Open-Deep-ML | A CP platform offering algorithmic problems for ML practitioners
Significant contributions to the DML-OpenProblem repository, which powers the deep-ml.com website. These contributions include bug fixes, documentation improvements, and future plans for enhancing the platform’s functionality and user experience.
GitHub Personal Deep-ML Repo
Open-Deep-ML | A CP platform offering algorithmic problems for ML practitioners
Support Vector Machines
Implementing Support Vector Machines for classification and regression tasks
Srihari Thyagarajan
Last updated on May 26, 2024 8 min read Programming, Data Science, Algorithms, Academic
Support Vector Machines
marimo: Revolutionizing Python Notebooks for Enhanced Reproducibility and Interactivity
Discover marimo, a groundbreaking reinvention of Python notebooks that offers guaranteed consistency, built-in interactivity, and seamless deployment as web apps.
Srihari Thyagarajan
Last updated on Jul 10, 2024 13 min read Technology, Artificial Intelligence, Programming, Data Science, Software Development, Featured Blogs, Open Source
marimo: Revolutionizing Python Notebooks for Enhanced Reproducibility and Interactivity
Neural Network Optimization with KNN Partitioning
Implementation of the “Improving Neural-Network Classifiers Using Nearest Neighbor Partitioning” paper, utilizing Evolutionary Computing to train a Neural Network and enhancing its performance through KNN Partitioning for flexible decision boundaries, with interactive Streamlit visualization.
GitHub
Neural Network Optimization with KNN Partitioning
Feedforward Neural Network
Implementing a feedforward neural network and exploring its inner workings through a step-by-step approach.
Srihari Thyagarajan
Last updated on Jun 3, 2024 14 min read Programming, Algorithms, Data Science, Academic
Feedforward Neural Network
DBScan Clustering Algorithm
Implementing the DBSCAN algorithm for clustering and outlier detection
Srihari Thyagarajan
Last updated on May 25, 2024 15 min read Programming, Data Science, AI, Algorithms, Academic
DBScan Clustering Algorithm
Tensorflow Basics
An introduction to performing basic operations with Tensorflow, covering fundamental concepts and simple implementations.
Srihari Thyagarajan
Last updated on Jun 3, 2024 7 min read Programming, Machine Learning, Data Science, Deep Learning
Tensorflow Basics
Text Classification
Implementing text classification using various information retrieval methods, analyzing, comprehending, and comparing the techniques used.
Srihari Thyagarajan
Last updated on Jun 3, 2024 71 min read Programming, Machine Learning, Data Science, Natural Language Processing
Text Classification
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