yasmeenbrain's repositories
The-Five-Factor-Personality-Test
Unsupervised learning coupled with applied factor analysis to the five-factor model (FFM), a taxonomy for personality traits used to describe the human personality and psyche, via descriptors of common language and not on neuropsychological experiments. Used kmeans clustering and feature scaling (min-max normalization).
Continuum-Robotics
Implemented calibration and computer-vision algorithms for an existing multi-camera system to capture the motion and shape sense of neurosurgical tendon-driven continuum robots under the Continuum Robotics Laboratory and University of Toronto Robotics Institute.
AI_Resources
A comprehensive list of Artificial Intelligence resources for beginners. Topics range from AI societies and open source datasets to prerequisite mathematics.
SOFA-Robotics
A rudimentary SOFA application that uses an open-source framework to target real-time robotics simulation, with an emphasis on medical schemas.
RANZCR-CLiP
Multi-label CV classification with 87% accuracy in detecting correct catheter placement in COVID-19 patient chest x-rays under the Royal Australian and New Zealand College of Radiologists Catheter and Line Position Challenge (RANZCR-CLiP) scoring higher than 180 teams on Kaggle.
UofT-LearnAI
An Introductory ML Educational Program hosted by the UofT AI Society. Topics include, Data Manipulation, Classification & Regression, Neural Networks, Computer Vision (CNNs), Natural Language Processing (RNNs), Reinforcement Learning (RL), Markov Decision Process (MDP), Genetic Algorithms, Decision Trees, K-means Clustering, Minimax, Hidden Markov Model.
BrainEncyclopedia
A discord bot that acts as an encyclopedia about brain anatomy. Provides brain region lookup, image search, crowd science neuro research, and retrieves neuroscience libraries.
Online-Tools
An amalgamation of online tools.
neuro-symbolic-ai-soc
Neuro-Symbolic Visual Question Answering on Sort-of-CLEVR using PyTorch
neuromore-studio
neuromore studio + engine open source repository
schooly2.0
A web app-based study tool for the 21st century student.
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
apriltag-imgs
Pre-generated AprilTag images
brainflow
BrainFlow is a library intended to obtain, parse and analyze EEG, EMG, ECG and other kinds of data from biosensors
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Growing-Neural-Cellular-Automata-Pytorch
Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growing-ca/
neurotech-course
CS198-96: Intro to Neurotechnology @ UC Berkeley
python-websocket-server
A simple fully working websocket-server in Python with no external dependencies
silent_speech
Code for voicing silent speech from EMG. Official repository for the papers "Digital Voicing of Silent Speech" at EMNLP 2020 and "An Improved Model for Voicing Silent Speech" at ACL 2021. Also includes code for converting silent speech to text.
spot-sdk
Spot SDK repo
test-site-template
📝 Personal blog template for Jekyll