Alxmrphi
NeuroAI postdoc exploring the connection between cognitive neuroscience & machine learning (NLP & vision). PhD. MSc. Ex Tech Intern at Google Brain (Language)
Amii & UAlbertaLiverpool, England
Pinned Repositories
Alxmrphi
Config files for my GitHub profile.
baby_lm_2024
Code repository for our submission to the 2024 BabyLM Challenge (CoNLL / EMNLP 2024)
Blog
Github counterpart to blog site: http://www.alxmrphi.com
correcting_CKA_alignment
Code repo for "Correcting Biased Centered Kernel Alignment Measures in Biological and Artificial Neural Networks" (ICLR 2024, Re-Align Workshop)
Decoding_PoS_from_EEG
Codes & files relating to the paper, "Decoding Part-of-Speech from Human EEG Signals" (ACL 2022) - https://aclanthology.org/2022.acl-long.156/
fMRI_Course
I will be gradually adding tutorial notebooks on how to work with more advanced fMRI data structures (i.e. Freesurfer, fMRIprep, HCP outputs)
GreynirPackage
The Greynir NLP parser for Icelandic, packaged for PyPI
Icelandic
An old (2017) short description of how to apply word2vec to a small Icelandic corpus and look at embedding similarities and common features in word2vec library. More of a conceptual demonstration.
machine_learning_uofa_2022
A repo to contain the slides relating to the Natural Language Processing series of lectures I delivered as part of the University of Alberta's "Machine Learning" programme (3 guest lectures).
ml_and_brain_2023
CMPUT 624 at UAlberta / Machine Learning & the Brain Repo. Course Landing page with links to videos, code and slides.
Alxmrphi's Repositories
Alxmrphi/correcting_CKA_alignment
Code repo for "Correcting Biased Centered Kernel Alignment Measures in Biological and Artificial Neural Networks" (ICLR 2024, Re-Align Workshop)
Alxmrphi/ml_and_brain_2023
CMPUT 624 at UAlberta / Machine Learning & the Brain Repo. Course Landing page with links to videos, code and slides.
Alxmrphi/Icelandic
An old (2017) short description of how to apply word2vec to a small Icelandic corpus and look at embedding similarities and common features in word2vec library. More of a conceptual demonstration.
Alxmrphi/Decoding_PoS_from_EEG
Codes & files relating to the paper, "Decoding Part-of-Speech from Human EEG Signals" (ACL 2022) - https://aclanthology.org/2022.acl-long.156/
Alxmrphi/Alxmrphi
Config files for my GitHub profile.
Alxmrphi/baby_lm_2024
Code repository for our submission to the 2024 BabyLM Challenge (CoNLL / EMNLP 2024)
Alxmrphi/Blog
Github counterpart to blog site: http://www.alxmrphi.com
Alxmrphi/fMRI_Course
I will be gradually adding tutorial notebooks on how to work with more advanced fMRI data structures (i.e. Freesurfer, fMRIprep, HCP outputs)
Alxmrphi/GreynirPackage
The Greynir NLP parser for Icelandic, packaged for PyPI
Alxmrphi/machine_learning_examples
A collection of machine learning examples and tutorials.
Alxmrphi/machine_learning_uofa_2022
A repo to contain the slides relating to the Natural Language Processing series of lectures I delivered as part of the University of Alberta's "Machine Learning" programme (3 guest lectures).
Alxmrphi/mne-python
MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
Alxmrphi/OpenBCI
This repository contains all code relating to working with the EEG headset from OpenBCI.
Alxmrphi/t81_558_deep_learning
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Alxmrphi/THINGSvision
Python package to extract and analyze image representations from state-of-the-art neural networks for computer vision
Alxmrphi/LLAva_Project
Placeholder base code for LLaVA visual instruction tuning experiments
Alxmrphi/seemore
From scratch implementation of a vision language model in pure PyTorch
Alxmrphi/TC2See
Teaching computers to see.