Yasmeen Brain'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.
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.
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
openai-interpreter
OpenAI's Code Interpreter in your terminal, running locally
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
ComfyUI
The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
dpg_system
system for supporting ui and nodes using dearpygui
face-api.js
JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js
Growing-Neural-Cellular-Automata-Pytorch
Extended experiments of "Growing Neural Cellular Automata" https://distill.pub/2020/growing-ca/
LLM-Finetuning
LLM Finetuning with peft
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