Why do we need dynamic method binding? Can we simply bind any method statically at […]
Nvidia Driver – Cuda Mismatch
When I tried nvidia-smi, I got this error: As message indicates this is a version […]
Kernel Trick Example
I’d like to demonstrate the kernel trick using a simple example here. The equations are […]
Precision vs. Recall
This is pretty explanatory. Here are some remarks on the meanings: Predictions specify whether the […]
Markov Decision Processes
We start with a basic formula, expected value. It is the expected value when you […]
Word2Vec
It is a mapping of words to the vector space. Words will be represented as […]
Static Games Intro – Notes
Definitions 1. Pure Nash Equilibrium It is when there is a state in which no […]
Gaussian Process
What is a Gaussian Process?A GP is simply a multivariate Gauss distribution. The idea is […]
Bayesian Deep Learning
Definitions Epistemic uncertainty:Uncertainty due to model itself, the model doesn’t represent the data completely because […]
Markov Chain Monte Carlo Methods
Some notes for myself… Just points to remember, I skip the overview and note the […]