Kerem Kurban's repositories
BlueCelluLab
Simulating and experimenting on single neurons
BluePyEModel
Blue Brain Python Electrical Modeling Pipeline
citation-graph-data
Data for neo4j AuraDB import
CNS-2023-Tutorial
A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks
ConnectomeUtilities
Connectome Utilities
deep-belief-network
A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility
connectome-manipulator
A connectome manipulation framework for SONATA circuits
example-get-started-experiments
Get started DVC project
Face-recognition-using-deep-learning
Basic face recognizer which can identify the face of the person(s) showing on a web cam.
gnn-project
A Graph Neural Network project on HIV data
gym_tracking
Track gym logs from strong app
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
Kaggle_Challenge_LIVE
This is the code for "Kaggle Challenge (LIVE)" by Siraj Raval on Youtube
MMN_Project
Project for mathematical methods for neuroscience , 2023, EPFL
morphoclass
Neuronal morphology preparation and classification using Machine Learning.
multinetx
multiNetX is a python package for the manipulation and visualization of multilayer networks. It is build on NetworkX
NaLLM
Repository for the NaLLM project
Neo4j-3D-VR
A 3D force graph visualization in VR using WebXR and Neo4j
neurodamus-sonata-template
Template with minimal SONATA circuit with 1 neuron morphology and emodel to be tested with neurodamus docker image
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
topological_sampling
The analysis pipeline for the topological sampling project
transformer-xl
Base code for NeuroIPS 2023 paper on NMDA activation function on transformers