emirceyani
PhD. Student @ USC Viterbi ECE focusing on transfer & federated learning.
USC, Bilkent, Turkcell , ...Los Angeles, CA
Pinned Repositories
NYU-DLSP20
NYU Deep Learning Spring 2020
academicons
An icon font for academics
Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
Awesome-MRI-Reconstruction
cv
My YAML cv and resume, adopted from @bamos' own repository.
deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
FedGraphNN
A Research-oriented Federated Learning Library and benchmark Platform for Graph Neural Networks.
why-batchNorm-works
Source Code For: Why Does Batch Normalization Work?
FedGraphNN
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
emirceyani's Repositories
emirceyani/Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
emirceyani/Awesome-MRI-Reconstruction
emirceyani/deepbayes-2019
Practical assignments of the Deep|Bayes summer school 2019
emirceyani/FedGraphNN
A Research-oriented Federated Learning Library and benchmark Platform for Graph Neural Networks.
emirceyani/academicons
An icon font for academics
emirceyani/awesome-mlss
List of summer schools in machine learning + related fields across the globe
emirceyani/cv
My YAML cv and resume, adopted from @bamos' own repository.
emirceyani/why-batchNorm-works
Source Code For: Why Does Batch Normalization Work?
emirceyani/beamerMaterialDesign
Theme for Beamer inspired by Google's Material Design
emirceyani/courses
fast.ai Courses
emirceyani/deepbayes-2018
Seminars DeepBayes Summer School 2018
emirceyani/emirceyani
emirceyani/FederatedScope
An easy-to-use federated learning platform
emirceyani/FedGIMP
emirceyani/FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
emirceyani/flower
Flower - A Friendly Federated Learning Framework
emirceyani/handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
emirceyani/mtheme
A modern LaTeX Beamer theme
emirceyani/mxnet-the-straight-dope
An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.
emirceyani/optax
Optax is a gradient processing and optimization library for JAX.
emirceyani/part2
emirceyani/PyBoy
Game Boy emulator written in Python
emirceyani/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
emirceyani/pytorch-custom-dataset-examples
Some custom dataset examples for PyTorch
emirceyani/pytorch-Deep-Learning
Deep Learning (with PyTorch)
emirceyani/SpreadGNN
SpreadGNN: Serverless Multi-Task Learning Framework for Graph Neural Networks. Accepted to AAAI22.