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Name: Jack Baker
Type: User
Bio: Data Scientist
Location: Manchester
Blog: https://jackbakerds.com
Name: Jack Baker
Type: User
Bio: Data Scientist
Location: Manchester
Blog: https://jackbakerds.com
A small clone of 1024
Computational statistics for big data - companion code to http://lancs.ac.uk/~bakerj1/pdfs/big_data/big_data.pdf
Code which compares various algorithms for MCMC on large datasets. See e.g. https://arxiv.org/abs/1706.05439v1 or http://lancs.ac.uk/~bakerj1/pdfs/unpublished/bigDataMCMCComparison.pdf for the results.
Jupyter notebooks for tutorials on blog https://jackbakerds.com/
Companion code to the publication Baker, Fearnhead, Fox, Nemeth (2018) Control Variates for Stochastic Gradient MCMC. Statistics and Computing. Available from https://link.springer.com/article/10.1007/s11222-018-9826-2.
Learning C++ by implementing various algorithms
DarkGreyBox: An open-source data-driven python building thermal model inspired by Genetic Algorithms and Machine Learning
Kubernetes templates, tutorials and patterns for deploying data science jobs
Personal website
Scrape wikipedia for random articles and clean, tokenize and stem document for LDA.
Stochastic gradient Langevin dynamics with control variates for logistic regression
Simple matrix factorization algorithm for a recommender system trained using stochastic gradient descent
Companion code to the NeurIPS publication Baker, Fearnhead, Fox, Nemeth (2018) Large-Scale Stochastic Sampling from the Probability Simplex. Available from https://papers.nips.cc/paper/2018/hash/900c563bfd2c48c16701acca83ad858a-Abstract.html
Datasets for vignettes in sgmcmc package
Example simulations using the sgmcmc package for R
Sudoku solver written in Vue, python and flask
Playing around with twitter data
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.