Discover @ptuls Open Source projects

Paul Tune (@ptuls)

ptuls

Stars
118
Global Rank 184,302 (Top 7 %)
Followers 27
Following 7
Registered over 12 years ago
Most used languages

Python
33.3 %

Jupyter Notebook
33.3 %

MATLAB
22.2 %

Scala
11.1 %
Location 🇦🇺 Australia
Country Total Rank 3,112
Country Ranking

MATLAB
68

Jupyter Notebook
167

Scala
192

Python
721

tabnet-modified

Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"

multiarm_kelly_portfolio

Simulating the combination of multiarm bandits with the Kelly criterion for portfolio allocation

Jupyter Notebook

MaxEntTM

Code repository for "Spatiotemporal Traffic Matrix Synthesis", Paul Tune and Matthew Roughan, ACM SIGCOMM 2015, London, UK, August 2015.

IC_Selection

Code for model selection via five information criteria: Akaike's information criterion (AIC), the corrected AIC for finite length observations (AICc), Bayesian information criterion (BIC), two-stage Minimum Description Length (MDL) and normalized Minimum Description Length (nMDL). The dictionaries are the Frequency (Fourier) dictionary and the Frequency + Spike dictionary. Model selection is performed with Orthogonal Matching Pursuit or the simple Threshold method.

bitcoin_price_forecasting

Developing pricing models for Bitcoin

Jupyter Notebook

HMC_TruncatedGaussian

Hamiltonian Markov Chain (HMC) code for generating multivariate truncated Gaussian random variables with general covariance matrix and linear inequality constraints.

movielens-diversity-metric

Implementation of Spotify's Generalist-Specialist score on the MovieLens dataset.

Jupyter Notebook

ssd-video

Playing around with detection on video.

scalaz-examples

Some examples in Scalaz