Heliosphan
Living, learning, sharing
Maths - AI Foundations
Bayes' Theorem Derivation
Estimating a Biased Coin
Shannon Entropy
Cross Entropy
Logistic Function Gradient
Linear Least Squares
AI - Evolutionary Algorithms
SharpNEAT - Evolution of Neural Networks
AI - Generative Models
Generative Models
Entropy, Probability and Deep Learning
Gradient of Auto-Normalized Probability Distributions (Annotated)
Comparison of the Backpropagation Network and a Generative Binary Stochastic Graphical Model
AI - Competitions
Netflix Prize: Feature Error Curve
Pittsburgh Brain Competition
Kaggle Chess Ratings Competition
Code
The Ziggurat Algorithm for Random Gaussian Sampling
Redzen General Purpose C# / dotnet Library
Energy
Leaky Homes and the National Energy Footprint
Solar Energy
Body Fat and Energy
Economics
Loan and Mortgage Maths
UK Average Property Price as Multiple of Average Earnings (1953-2012)
UK Money Supply (Sept. 2010)
Fractional Brownian Motion
Financial Price Change Distributions
Gross Domestic Product
Biochemistry
Methionine Cycle
Also see
3blue1brown is creating animated math videos
Prof Steve Keen is creating realistic economics for the post-crash world
Centre for Enabling EA Learning & Research
Open Collective
Pacific Science Institute
