Pinned Repositories
auc-data-challenge-23
Rank #1 AUC Morgan-Stanley Data Challenge 23
AUC_Python_Workshop_2022
This repository contains all the materials for the 4-Day Beginner Python Academy that I run for AUC faculty members during the summer of 2022. During this course, faculty members are introduced to the fundamentals of Python programming and its applications in data analysis and visualization using Numpy, Pandas, Matplotlib, and Seaborn.
Brief-Introduction-to-Deep-Neural-Networks-Mathematical-Foundations
Bystander-Effect-CAR-T-Modeling
Materials for Mathematical modeling insights into improving CAR T cell therapy for solid tumors with bystander effects at NPJ System Biology and Its Applications
Custom-DPO-Llama-Sloth
End-to-end project demonstrating fine-tuning and aligning Llama-3.2-1B-Instruct on a custom dataset about Honaz, Turkey. Features dataset creation scripts, fine-tuning with Sloth, and alignment using Direct Preference Optimization (DPO) to generate user-preferred responses.
Intro2-Deep-Learning-with-Pytorch
This repository contains of resources from my Introduction to Deep Learning with Python class I offer in Spelman College. Inside, you'll find a variety of materials, including lectures, tutorials, and code examples
MultiModel-RAG-ColPali-Qdrant-Qwen
A multi-model Retrieval-Augmented Generation (RAG) pipeline combining ColPali, Qdrant, and Qwen2-VL.
PDF-RAG
Upload your PDF files and ask questions
Rise-of-Transfer-Learning
you will find brief code implementations of some of the latest developments in AI, including Stable Diffusion, Whisper, YOLO and HuggigFace Transformers
TrackingWalkers-YOLOv8
This repository includes all the datasets, codes, and other resources discussed in our paper regarding walking droplets and granular flow experiments
erkara's Repositories
erkara/TrackingWalkers-YOLOv8
This repository includes all the datasets, codes, and other resources discussed in our paper regarding walking droplets and granular flow experiments
erkara/Rise-of-Transfer-Learning
you will find brief code implementations of some of the latest developments in AI, including Stable Diffusion, Whisper, YOLO and HuggigFace Transformers
erkara/Intro2-Deep-Learning-with-Pytorch
This repository contains of resources from my Introduction to Deep Learning with Python class I offer in Spelman College. Inside, you'll find a variety of materials, including lectures, tutorials, and code examples
erkara/auc-data-challenge-23
Rank #1 AUC Morgan-Stanley Data Challenge 23
erkara/MultiModel-RAG-ColPali-Qdrant-Qwen
A multi-model Retrieval-Augmented Generation (RAG) pipeline combining ColPali, Qdrant, and Qwen2-VL.
erkara/AUC_Python_Workshop_2022
This repository contains all the materials for the 4-Day Beginner Python Academy that I run for AUC faculty members during the summer of 2022. During this course, faculty members are introduced to the fundamentals of Python programming and its applications in data analysis and visualization using Numpy, Pandas, Matplotlib, and Seaborn.
erkara/Brief-Introduction-to-Deep-Neural-Networks-Mathematical-Foundations
erkara/Bystander-Effect-CAR-T-Modeling
Materials for Mathematical modeling insights into improving CAR T cell therapy for solid tumors with bystander effects at NPJ System Biology and Its Applications
erkara/cancer_immunology
This repo contains material from the Mathematical Modelling class I am teaching in Spelman College, Math Department. The class focuses on fundemantal mathematical oncology concepts. In particlar, we study **mathematical modelling in tumor immunology**, including newly emerging CART-cell therapies
erkara/Custom-DPO-Llama-Sloth
End-to-end project demonstrating fine-tuning and aligning Llama-3.2-1B-Instruct on a custom dataset about Honaz, Turkey. Features dataset creation scripts, fine-tuning with Sloth, and alignment using Direct Preference Optimization (DPO) to generate user-preferred responses.
erkara/Diffusion-Tensor-Imaging-DTI-with-3D-Slicer
Displaying DTI data scalar measurements and tumor segmentation with 3D Slicer
erkara/hamiltonian-nn
Code for our paper "Hamiltonian Neural Networks"
erkara/Intel-Image-Classification-with-Pytorch
erkara/MyFEMuS
erkara/PDF-RAG
Upload your PDF files and ask questions
erkara/Pytorch_Image_Classification_with_Optuna
erkara/Pytorch_Image_Segmentation_Drone_Images
erkara/Spelman_College_Machine_Learning_Group
This repo contains the notebooks regarding our deep learning based image recognition projects with my students in Spelman College
erkara/Py4SciComp
Python for Scientific Computing (FEniCS, PyTorch, VTK)
erkara/StructurePreservingNN
Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).