Feature Selection Reinvented: How Stability Selection Revolutionizes Machine Learning
An in-depth exploration of stability selection for robust feature selection in machine learning
Blog & Articles
Welcome to my blog! Here, I share my thoughts, insights, research, and experiences on various topics related to data science, machine learning, artificial intelligence, and technology. Browse articles by date below or check out posts organized by tags.
Topics Covered
- Machine Learning Algorithms & Techniques
- Deep Learning & Neural Networks
- Data Analysis & Visualization
- Research Paper Reviews
- Industry Trends & News
- Practical Applications & Case Studies
2025
Simple Transformer Model Tutorial
A comprehensive tutorial on building a simple transformer model with Hugging Face and PyTorch
Dynamic State Space Modeling with HDP-HMM
An in-depth tutorial on implementing dynamic state space models using Hierarchical Dirichlet Process Hidden Markov Models
2018
GitHub tips
GitHub Tips
Data visualization: important links and tips
Exploratory DataAnalysis, Data Visualization, Python
Importent python utility code
Python, Helper function, Python Tips
High dimensional data visualization using tSNE
Data visualization, Higher dimensional data, tSNE, Manifold
Machine Learning Project: Perceptron
Machine Learning, Perceptron, Data Science
Important Keras Links
Deep Learning, Tensorflow, Keras