- 1. Andrew's Notes
- 2. Tenet Timelines
- 3. Recipes
- 4. Money Balancing Math
- 5. Philosophy Essays
- 5.1. Thomas Aquinas on Reason and Revelation
- 5.2. Realism vs Nominalism
- 5.3. Aristotelian Science
- 6. Software Runbooks
- 6.1. Metrics Pipeline Debugging
- 7. Autonomy
- 7.1. Math Fundamentals
- 7.1.1. Linear Algebra
- 7.1.1.1. Visualizing Matrices
- 7.1.2. 3D Geometry
- 7.1.2.1. Rotations Robotics Field Guide
- 7.2. Search and Optimization
- 7.2.1. Nonlinear Optimization
- 7.2.2. Optimization Over Lie Groups
- 7.2.3. Least-Squares Optimization
- 7.3. Systems Theory
- 7.3.1. Signals
- 7.3.1.1. Algorithms in Continuous vs Discrete Time
- 7.4. Systems Implementation
- 7.4.1. Optimization Libraries
- 7.4.1.1. 2D Range-Bearing Landmark Resolution with Ceres
- 7.4.1.2. Ceres Solver Python Tutorial
- 7.4.2. Computer Simulations
- 7.4.2.1. Event-Based Collision Detection
- 7.4.2.2. The Rotor Blade Flapping Effect
- 7.4.2.3. The Inertial Measurement Unit (IMU) Sensor
- 7.5. Estimation
- 7.5.1. Applied Statistics for Stochastic Processes
- 7.5.1.1. Bayesian Inference
- 7.5.2. Filter-Based Estimation Algorithms
- 7.5.2.1. The Kinematic Filters
- 7.5.2.2. The Kalman Filter (Time-Varying LQE)
- 7.5.2.3. The Luenberger Observer (LQE)