Alex Bird's Projects
various compiled articles
Time series excercises for the ACM data science summer school - Athens 2018
Efficiently computes derivatives of numpy code.
Plotting utilities for Julia (PyPlot) spun out from my utils package.
A collection of utilities I've developed while working with Julia
Execute batch and HPC container workloads on Azure Batch with shared file system provisioning and linking support
Compare two dataframes
Collection of dynamical system implementations
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Relax! Flux is the ML library that doesn't make you tensor
Heroku hosted SQL Generation for demo purposes
Scripts from Turing DSG for generating synthetic transaction data
Simple baselines and RNNs for predicting human motion. Presented at CVPR 17. This pytorch implementation is based on the original one by the authors
Implementation of GMM and various inference methods using GMMs
(UCL) Project work for large scale SVM solver
Assortment of MATLAB utility scripts
A file to parse called and assigned variables in MATLAB
Miscellaneous scripts
Multi-Task Dynamical Systems for Mocap Data
MTDS applied to video data of a double pendulum
Implementation of some examples of multi-task dynamical system (in Julia).
nectr: Non-parametric Exploratory Clustering with TURN-RES. This is an R package including an implementation of the non-parametric clustering method authored by Foss, 2002. It was designed for industry analysts who need a fast way to explore a low dimension (p<10) dataset which does not impose a priori assumptions on the structure of the data.
Scalable and user friendly neural :brain: forecasting algorithms.
generic bin for various notes.
Online variational Bayes for latent Dirichlet allocation (LDA)
Bloggy stuff goes here