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Roman Kessler's Projects

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcm-manual icon dcm-manual

manual describing dynamic causal modeling with tutorial scripts and data

deepface icon deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

efp icon efp

emotional face processing project

fpvas icon fpvas

Psychopy paradigm for Fast Periodic Visual Stimulation (FPVS) and Fast Periodic Auditive Stimulation (FPAS)

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

letswave6 icon letswave6

Letswave 6 - Matlab EEG signal processing toolbox

limbiccortical icon limbiccortical

limbic cortical model of major depression applied to controls with particular risks for depression

motionestimator icon motionestimator

estimates scan to scan motion of fMRI data by use of realignemt parameters (6 parameter rigid body)

practicalai icon practicalai

📚 A practical approach to learning and using machine learning.

prosopagnosia icon prosopagnosia

scripts and handy functions, that have been used in the prosopagnosia study

psm_nc icon psm_nc

noise ceiling for pattern similarity matrices

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