Skip to content

Instantly share code, notes, and snippets.

View cbonnett's full-sized avatar

Christopher Bonnett cbonnett

55 followers · 36 following
View GitHub Profile
@cbonnett
cbonnett / mutual_info.py
Created July 14, 2018 21:53 — forked from GaelVaroquaux/mutual_info.py
Estimating entropy and mutual information with scikit-learn
'''
Non-parametric computation of entropy and mutual-information
Adapted by G Varoquaux for code created by R Brette, itself
from several papers (see in the code).
These computations rely on nearest-neighbor statistics
'''
import numpy as np
@cbonnett
cbonnett / mutual_info.py
Created July 14, 2018 21:53 — forked from GaelVaroquaux/mutual_info.py
Estimating entropy and mutual information with scikit-learn
'''
Non-parametric computation of entropy and mutual-information
Adapted by G Varoquaux for code created by R Brette, itself
from several papers (see in the code).
These computations rely on nearest-neighbor statistics
'''
import numpy as np
@cbonnett
cbonnett / SimpleNeuralNets.ipynb
Created May 29, 2018 11:22 — forked from fperez/SimpleNeuralNets.ipynb
Notes for "Why does deep and cheap learning work so well?" (ArXiv:1608.08225v1/cond-mat.dis-nn) by Lin and Tegmark.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
@cbonnett
cbonnett / bayesian_neural_network.ipynb
Created February 28, 2016 19:38 — forked from twiecki/bayesian_neural_network.ipynb
Bayesian Neural Network in PyMC3
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.