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Understanding transformer variants
ml
transformers
notes
2025.03
Convex optimization crash course
math
optimization
notes
2025.03
Information theory fundamentals
math
information theory
notes
2025.02
Linear algebra for ML - the parts that actually matter
math
ml
notes
2025.01
Attention Is All You Need - paper breakdown
paper replications
ml
transformers
paper notes
2024.12
Bayesian thinking - a primer
math
probability
notes
2024.10
Notes on Gödel, Escher, Bach
book notes
math
philosophy
2024.08
Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics (paper) [NOTES]
paper replications
ml
reinforcement learning
paper
2024.06
Building an automated missile interception algorithm (ongoing) [LOG + NOTES]
ml
projectile physics
reinforcement learning
log
2024.06
Deep Reinforcement Learning Course Notes (Hugging Face)
reinforcement
learning
deep
reinforcement
learning
ml
2024.05