Farai Mberi's Projects
Official AFNI source and documentation
code related to publication "Morphological integration of the human brain across adolescence and adulthood", PNAS, 2021
Advanced Normalization Tools (ANTs)
ASD diagnosis on ABIDE I
Generalized modeling of single-trial neural population dynamics.
A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
brain connectivity toolbox for python
Python API for datasets published from Kamitani Lab, Kyoto Univ and ATR.
Brainconn - an R package for visualising brain connectivity data in 2D and interactive 3D
A statistics and context decoding toolbox for neuroimaging.
Collection of scripts to create population-specific average anatomical models
:mortar_board: Path to a free self-taught education in Computer Science!
The scripts and templates in this respository were used in "Prenatal stress exposure and multimodal assessment of amygdala–medial prefrontal cortex connectivity in infants"
Teaching materials for the applied machine learning course at Cornell Tech (online edition)
List of Computer Science courses with video lectures.
DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
Code for assessing methods for geometric distortion compensation in 7T gradient echo fMRI data
Config files for my GitHub profile.
FOD-Net: A Deep Learning Method for Fiber Orientation Distribution Angular Super Resolution
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Desikan-Killiany-Tourville cortical atlas for ggseg and ggseg3d
Toolbox for segmentation and characterisation of transient connectivity
Course content for Introduction to Computational Neuroscience Course
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
[KHBM] Winter School 2022 - Neuroimage Data Analysis using Python and Graph Neural Networks
Generates LaTeX math description from Python functions.