Blog
Reviews and Summaries of AI Research and Concepts
Proximal Policy Optimization (PPO)
Learning foundational and popular reinforcement learning algorithmsUnderstanding Adaptive Sparse Flash Attention
Attempting to beat traditional Flash-attention with sparse-attention optimizationsGaussian Mixture Models
Understanding Gaussian Mixture Models, a statistical machine learning modelCompression of Language Reasoning Chains (CoLaR)
A demonstration of mathematical equation rendering in blog postsUnderstanding Neural Networks Through Mathematics
A deep dive into the mathematical foundations of neural networks with practical examples