Archive
39 posts. Browse by tag →
2026
2025
- Mixture of Experts Frontier LLMs & Architectures
- What is Neural Collapse? A Simpler Look Frontier LLMs & Architectures
- Swarm Structure Simulation Graphs, Agents & RL
- Mechanistic Interpretability - Some concepts Frontier LLMs & Architectures
- Group Relative Policy Optimization (GRPO) Frontier LLMs & Architectures
2024
- Deepseek, an overview and quick notes Frontier LLMs & Architectures
- Probability Paradigms Math, Physics & Foundations
- Classifier free diffusion guidance Diffusion & Generative Modeling
- Diffusion models for time series Diffusion & Generative Modeling
- Flow Matching, a short overview Diffusion & Generative Modeling
- Scarf: Self Supervised Learning for Tabular Data Frontier LLMs & Architectures
- The Platonic Representation Hypothesis: Are AI Models Converging on Universal Representations? Math, Physics & Foundations
- Sparse Autoencoders Frontier LLMs & Architectures
- Temporal Graph Networks: A Deep Dive into Dynamic Graph Learning Graphs, Agents & RL
- Graph Convolutional Networks Graphs, Agents & RL
- Integrated Information Theory (IIT) Math, Physics & Foundations
- A comprehensive list of different types of VAEs Diffusion & Generative Modeling
- Quantization of LLMs Frontier LLMs & Architectures
- Kolmogorov-Arnold Networks Frontier LLMs & Architectures
- Some common divergences Math, Physics & Foundations
- DDIM vs DDPM Diffusion & Generative Modeling
- Diffusion models or Autoencoders? Diffusion & Generative Modeling
- Understanding and Implementing RAG (Retrieval-Augmented Generation) Frontier LLMs & Architectures
- Self Supervised Learning Frontier LLMs & Architectures
- Conditional Tabular GAN - CTGAN Diffusion & Generative Modeling
- Simple Reinforcement Learning Example Graphs, Agents & RL
- Kolmogorov Complexity Math, Physics & Foundations
- Encoder vs Decoder vs EncoderDecoder Architectures Frontier LLMs & Architectures
- Some tests with the Mandelbrot set and parallelization Math, Physics & Foundations
- Having fun with decoding and optimization Frontier LLMs & Architectures
- Implementing the Transformer in Python Frontier LLMs & Architectures
2023
- Implementing the Kalman Filter in Python Math, Physics & Foundations
- Implementing from scratch a Hopfield Network Math, Physics & Foundations
- Understanding Cover's Universal Portfolio Math, Physics & Foundations
- Hopfield Networks for dummies Math, Physics & Foundations
- BERT and fine tunning Frontier LLMs & Architectures