gabeschamberg Goto Github PK
Name: Gabe Schamberg
Type: User
Blog: gabeschamberg.github.io
Gabe Schamberg's Projects
context-tree-weighting
Python implementation of the context tree weighting (CTW) method for sequential probability assignment.
deeplearning-docker
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
directed_info_bias
Simulations for ISIT 2019 paper on bias in directed information estimators
educational
Short, iPython demonstrations of simple concepts (originally for use in teaching ENG 1/2/3)
gabeschamberg.github.io
Personal webpage
mvar-gauss-pid
Approximating deficiency-based PIDs for multivariate Gaussian systems
nonmarkov-timeseries-estimation
Implementation of framework and reproduction of figures from "A Modularized Efficient Framework for Non-Markov Time Series Estimation" (https://arxiv.org/abs/1706.04685)
notes
Unpolished explorations of current research questions
sample-path-causal-measure
Implementation of framework for sequential estimation of causal influence and generation of figures
solar_panel_classification
Using CNNs to identify homes with solar panels from satellite images
whats_that_smell
Analysis of information flow in rat brains for various smelling events
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