{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Notebooks on Computational Biology Data\n", "\n", "* [Hierarchical](./Hierarchical.ipynb) James Hensman, Magnus Rattray and Neil Lawrence. Work funded by the [Iterative Project](http://staffwww.dcs.shef.ac.uk/people/N.Lawrence/projects/iterative/).\n", "* [Checking Replicate Time Series Quality with GPy](./TomancakDataWithGPy.ipynb) Marta Milo and Neil Lawrence\n", "* [Visualizing Single Cell Data with the GP-LVM](./SingleCellDataWithGPy.ipynb) Max Zwiessele, Oliver Stegle and Neil Lawrence. Work funded by the [BioPreDyn Project](http://staffwww.dcs.shef.ac.uk/people/N.Lawrence/projects/biopredyn/) and is an ongoing collaboration with Florian Buettner.\n", "* [Spatio-temporal Model of Gene Expression in Drosophila Blastoderm Development](./SpatioTemporalGeneProteinDrosophila.ipynb) Mu Niu, Nicolas Durrande and Neil Lawrence. Work funded by the [BioPreDyn Project](http://staffwww.dcs.shef.ac.uk/people/N.Lawrence/projects/biopredyn/). Ongoing collaboration with Johannes Jaeger's group.\n", "* [Inferring Transcription Factor Activities by Combining Binding Information with Gene Expression Profiles](./transcriptionFactorActivities.ipynb) M. Arif Rahman and Neil D. Lawrence. This work is funded by a Commonwealth Scholarship to Arif Rahman and by the EU FP7 RADIANT project.\n", "* [tSNE PCA vs (Bayesian)-GPLVM](./tSNE-over-interpretation.ipynb) tSNE comparison to GPLVM and BGPLVM based on tweet https://twitter.com/mikelove/status/738021869341839360, showing 'artificial' structure introduced by tSNE into data.\n", "\n", "#### modified 30th March 2015 with Sura Al-Zaki" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 2", "language": "python", "name": "python2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 2 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython2", "version": "2.7.11" } }, "nbformat": 4, "nbformat_minor": 0 }