Wiki
An open writing space for ideas, analysis, and reference.
Data Science
-
Data Science: Field Overview
data science methodology
Mathematics
-
Softmax Function
probability mathematics
-
Markov Chains
probability stochastic processes
-
Entropy and Information
machine learning information theory
Machine Learning
-
Attention Mechanism
machine learning transformers
-
Gradient Descent
machine learning optimisation
Language Models
-
Pretraining and Scaling Laws
language models pretraining scaling
-
Tokenization
language models nlp
-
The Transformer Architecture
machine learning transformers language models
Alignment
-
Constitutional AI
alignment constitutional AI Anthropic RLAIF
-
Reinforcement Learning from Human Feedback
alignment RLHF reinforcement learning
-
Reward Hacking
alignment RLHF safety
Technical Writing
-
Technical Writing Fundamentals
technical writing communication documentation