Projects

Experiment in dataviz: faces in a crowd

jupyter • keras • deep learning • data visualization

Learning Chernoff Faces

jupyter • keras • deep learning • data visualization

Population Estimation with Mark-Recapture experiments

interactive

Interactive Graph: Renewable Resource System Model output

interactive • quick

Systems Modeling from scratch

jupyter

Climate classification with Keras

jupyter • quick • keras • deep learning

Neural style transfer

jupyter • keras • deep learning

Implementing Belief Propagation in Python

jupyter • machine learning concept demo

Master's thesis on convolutional encoders in seq2seq neural lemmatization

writing • ML

Illustration of an Encoder-Decoder Sequence-to-Sequence neural network

ML

Illustration of max-pooling in NLP

ML

KL Divergence

jupyter • machine learning concept demo

Using computer vision to segment photos of bookshelves

python • cv

Cheatsheet for parsing XML in Python

Python

Training hundreds of neural networks

Quick post on spaCy

jupyter • quick • nlp

Climate classification with neural networks

jupyter • deep learning

Getting started with querying DBpedia

Using Bayesian inference to pick Coffee Shops

jupyter • bayesian

Samples from Dirichlet distribution

jupyter • machine learning concept demo

Logistic Regression

jupyter • machine learning concept demo

Multidimensional Scaling

jupyter • machine learning concept demo

Regression with Gaussian Processes

jupyter • machine learning concept demo

Plotting Library Catalog Subjects

jupyter

Singular Value Decomposition Demo

jupyter • machine learning concept demo

Inference in Hidden Markov Models continued: Viterbi Algorithm

jupyter • machine learning concept demo

Bayesian linear regression with `pymc3`

jupyter • machine learning concept demo

Gibbs Sampling in Python

jupyter • machine learning concept demo

Reading Jupyter notebooks into Python

jupyter

Digitizing notes as a learning tool

note-taking

SmallNORB

jupyter

Inference in discrete state Hidden Markov Models using numpy

jupyter • machine learning concept demo

Bayesian Linear Regression part 4: Plots

jupyter • machine learning concept demo

Bayesian Linear Regression part 3: Posterior

jupyter • machine learning concept demo

Bayesian Linear Regression part 2: demo data

jupyter • machine learning concept demo

Bayesian Linear Regression part 1: plotting samples from the weight prior

jupyter • machine learning concept demo

Implementing convolutions with stride_tricks

machine learning concept demo

Daylight Project: Part 2, travel.org

emacs • org-mode

Daylight Project: Part 1, the result

Podcast Player, overview

Talking LED

raspberrypi