rrwabina

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Clinical_Entity_Recognition_Using_GPT_models

AL_with_missing_values_considering_imputation_uncertainty

Source code for "Active Learning with Missing Values Considering Imputation Uncertainty"

notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

llama2.c

Inference Llama 2 in one file of pure C

medical-nlp

Dataset for Natural Language Processing using a corpus of medical transcriptions and custom-generated clinical stop words and vocabulary.

root-finding-methods

Utilizing root-finding methods such as Bisection Method, Fixed-Point Method, Secant Method, and Newton's Method to solve for the roots of functions

nlp_course

NLP course at Chulalongkorn University

dcai-lab

Lab assignments for Introduction to Data-Centric AI, MIT IAP 2024 👩🏽‍💻

Random-Survival-Forest-GBCSG2

Introduction to Random Survival Forest using Scikit-Survival

Computational-statistics-with-Python

Resources for STA 633 class

Transfer-Learning-using-VGG16-in-Keras

Using VGG16 network trained on ImageNet for transfer learning and accuracy comparison

RADI601

Overview of the Health Informatics Discipline

RADI608

Data Mining Lecture and Assignment

SSL4MIS

Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.

SDENet-UQ-ESL

SDENet as Uncertainty Quantification Method for EEG Source Localization

GeometricMultigrid

A simple two dimensional geometric multigrid solver for poisson equation.

ConductorNetwork

Implementation of Conductor Network for deep learning-based conductivity estimation

Bayesian-Active-Learning