Blog Posts

• JackKnife Method
• Binomial Distribution
• Hypergeometric Distribution
• Beta Distribution
• Gamma Distribution
• Normal Distribution
• Beta Prior
• Shannon Entropy
• Asymptotic Feature of Shannon Entropy
• Reaching Best Entropy
• Connection between different entropies
• Proof of The Maximum Entropy using basic proofs of derivatives to taylor series expansion
• LLM Attention Mechanism Explained
• Proof of joint entropy using conditional entropy
• Proof of Maximum Entropy using Lagrange Multipliers and Derivatives with Python code
• Symbolic Derivative Tool Blog
• Kernel Density Estimation Work
• For Two Distinct Clustering used, Product, Store based post campaign analysis
• For Poisson Regression Analysis