All Categories · EFAVDB

Sun 07 August 2022 Spaced repetition can allow for infinite recall
Sun 13 September 2020 Utility engines
Fri 21 June 2019 Utility functions and immigration
Fri 14 June 2019 The speed of traffic
Mon 20 July 2015 Machine learning to predict San Francisco crime
Thu 26 March 2015 Forecasting Bike Sharing Demand
Wed 25 February 2015 Measles vaccination rate by USA state and relation to mean outbreak size
Sun 08 February 2015 Analyzing Analysts
Wed 21 January 2015 Machine learning for facial recognition
Fri 09 January 2015 Machine learning with wearable sensors
Tue 11 November 2014 Historic daily traffic patterns and the time scale of deviations
Fri 31 October 2014 Daily traffic evolution and the Super Bowl
Tue 21 October 2014 Traffic patterns of the year: 2014 edition
Thu 16 October 2014 Obtaining and visualizing traffic data

Fri 03 July 2020 2 + 1 = 4, by quinoa

Sat 20 March 2021 Generalized Dollar Cost Averaging
Sun 20 December 2020 Pricing dividend stocks
Mon 09 December 2019 Universal limiting mean return of CPPI investment portfolios
Thu 05 December 2019 Universal drawdown statistics in investing
Fri 28 June 2019 Compounding benefits of tax protected accounts
Fri 20 October 2017 Martingales
Sun 13 September 2015 Stochastic geometric series

Sat 11 August 2018 Linear compression in python: PCA vs unsupervised feature selection
Thu 31 May 2018 linselect demo: a tech sector stock analysis

Machine learning5

Mon 29 June 2020 Long term credit assignment with temporal reward transport
Mon 06 April 2020 Q-learning and DQN
Sat 28 March 2020 Dynamic programming in reinforcement learning
Wed 11 March 2020 Introduction to reinforcement learning by example
Tue 25 February 2020 Multiarmed bandits in the context of reinforcement learning

Sat 25 November 2017 Gaussian Processes
Thu 23 October 2014 Data reduction by PCA

Methods, Statistics, Theory2

Sat 03 March 2018 Integration method to map model scores to conversion rates from example data
Sat 29 July 2017 Logistic Regression

Methods, Theory11

Sat 18 March 2017 Model AUC depends on test set difficulty
Sat 15 October 2016 Deep reinforcement learning, battleship
Sun 07 August 2016 Bayesian Statistics: MCMC
Wed 29 June 2016 Interpreting the results of linear regression
Sun 29 May 2016 Linear Regression
Sun 14 February 2016 Independent component analysis
Sat 05 December 2015 Principal component analysis
Sat 01 August 2015 Leave-one-out cross-validation
Tue 21 April 2015 The mean shift clustering algorithm
Fri 13 March 2015 Machine Learning Methods: Decision trees and forests
Sat 20 December 2014 Machine Learning Methods: Classification without negative examples

Methods, Tools1

Thu 22 September 2016 GPU-accelerated Theano & Keras with Windows 10

Fri 14 February 2020 Introduction to OpenAI Scholars 2020
Thu 05 April 2018 Making AI Interpretable with Generative Adversarial Networks

MLB prediction project7

Sat 30 May 2015 MLB week 7 overview, week 8 posted
Mon 25 May 2015 MLB week 6 overview, week 7 posted
Sat 16 May 2015 MLB week 5 review, week 6 posted
Sun 10 May 2015 MLB week 4 review, week 5 posted
Sat 02 May 2015 MLB week 3 review, week 4 predictions
Sat 25 April 2015 MLB week 2 review, week 3 predictions
Sat 11 April 2015 MLB predictions take off!

MLB prediction project, NBA prediction project1

Sun 19 April 2015 NBA week 22 results, NBA season review, MLB week 1

NBA prediction project26

Sun 25 October 2015 NBA 2015-16!!!
Fri 10 April 2015 NBA week 21 summary, week 22 predictions
Fri 03 April 2015 NBA week 20 summary, week 21 predictions
Fri 27 March 2015 NBA week 19 summary, week 20 predictions
Fri 20 March 2015 NBA week 18 summary, week 19 predictions
Fri 13 March 2015 NBA week 17 summary, week 18 predictions
Fri 06 March 2015 NBA week 16 summary, week 17 predictions
Fri 27 February 2015 NBA week 15 summary, week 16 predictions
Fri 20 February 2015 NBA week 14 summary, week 15 predictions
Fri 06 February 2015 NBA week 13 summary, week 14 predictions
Fri 30 January 2015 NBA week 12 summary, week 13 predictions
Fri 23 January 2015 NBA week 11 summary, week 12 predictions
Fri 16 January 2015 NBA week 10 summary, week 11 predictions
Fri 09 January 2015 NBA week 9 summary, week 10 predictions
Fri 02 January 2015 NBA week 8 results, week 9 predictions
Sun 28 December 2014 Quantifying the NBA Christmas week flop: one in ten thousand?
Thu 25 December 2014 NBA week 7 results, week 8 predictions
Fri 19 December 2014 NBA week 6 results, week 7 predictions, intro to dash
Fri 12 December 2014 NBA week 5 summary, week 6 predictions
Fri 05 December 2014 NBA week 4 summary, week 5 predictions
Fri 28 November 2014 NBA week 3 summary, week 4 predictions
Fri 21 November 2014 NBA week 2 summary, week 3 predictions
Fri 14 November 2014 NBA week 1 summary, week 2 predictions
Sat 08 November 2014 NBA weekly predictions: up
Thu 30 October 2014 NBA learner: 2013-14 warmup
Wed 29 October 2014 Announcing: NBA learner v0.1

Sun 14 February 2021 Physics-based proof of the duality theorem for linear programs

Thu 07 May 2020 Visualizing an actor critic algorithm in real time
Sat 14 September 2019 TimeMarker class for python
Fri 18 November 2016 Simple python to LaTeX parser
Tue 23 February 2016 Dotfiles for peace of mind
Mon 05 October 2015 Getting started with Pandas
Tue 25 August 2015 Build a web scraper for a literature search - from soup to nuts
Sat 06 June 2015 Reshaping Data in R

programming, Case studies1

Mon 22 November 2021 Counting the number of ways to make change for a trillion dollars

Sat 11 July 2015 A review of the online course “Introduction to Big Data with Apache Spark”

Fri 10 April 2020 2-D random walks are special
Sun 29 March 2020 Sample pooling to reduce needed disease screening test counts
Sat 13 May 2017 Normal Distributions
Sun 21 August 2016 Hyperparameter sample-size dependence
Sat 23 April 2016 Average queue wait times with random arrivals
Sun 10 April 2016 Improved Bonferroni correction factors for multiple pairwise comparisons
Wed 30 December 2015 Maximum-likelihood asymptotics
Sun 11 October 2015 A review of parameter regularization and Bayesian regression
Sat 11 July 2015 How not to sort by average rating, revisited
Sat 20 June 2015 Multivariate Cramer-Rao inequality
Wed 25 February 2015 Mathematics of measles

Thu 18 July 2019 Backpropagation in neural networks
Tue 02 July 2019 An orientational integral
Thu 22 October 2015 Support Vector Machines for classification

Tue 22 March 2016 Try Caffe pre-installed on a VirtualBox image
Thu 10 March 2016 Start deep learning with Jupyter notebooks in the cloud
Fri 16 January 2015 Quick tutorial on MySQL
Mon 05 January 2015 Processing and processing.js tips and tricks in WordPress

World Wandering Dudes2

Sun 03 January 2021 To Flourish or to Perish
Sun 08 March 2020 A Framework for Studying Population Dynamics