Christina Dimitriadou's repositories
probml-notebooks
Notebooks for "Probabilistic Machine Learning" book
fieldtrip_test_scripts
testing fieldtrip with open meg-eeg datasets
pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
precourse
A repo for the pre-course work at home exercises
personal_notes
A few .md files with personal and googled tips
matlab_notes
personal Matlab scripts
hBayesDM
Hierarchical Bayesian modeling of RLDM tasks, using R & Python
tutorial-bayesian-inference
A collection of simple implementation of various inference methods
pymdptoolbox
Markov Decision Process (MDP) Toolbox for Python
MEEGPy_MNE
Material for Pybrain 2020 MNE-Python workshop
dplyr
dplyr: A grammar of data manipulation
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Introductory_Statistics_WithR
Introductory Statistics Notebooks with R
pingouin
Statistical package in Python based on Pandas
Py_EEGanalyses
Guide and pipeline for preprocessing and analysing M/EEG data with python
ggplotpy
ggplot port for python
NeuroRA
A Python Toolbox for Multimode Neural Data Representation Analysis
FSLpipeline_masters
The pipeline that I used to analyse my fMRI data for my master's project
christinadelta
Hi there!
tensorflow
An Open Source Machine Learning Framework for Everyone
latex_templates
A collection of latex and overleaf templates
bids-specification
Brain Imaging Data Structure (BIDS) Specification
hdepilepsy_paperscripts
scripts used to create figures for the hd-epilepsy review paper
fmriprep
fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.
Deep-Emotion
Facial Expression Recognition Using Attentional Convolutional Network, Pytorch implementation