eliaskousk
ML/DL, cloud services, system software, FPGAs. The real full-stack! Code hard, go pro!
Stromasys, University of AthensAthens, Greece
Pinned Repositories
A25_VME
FPGA source for PCIe to VME interface
A25_VME_TB
VHDL test bench for A25_VME FPGA design
autogluon
AutoGluon: AutoML for Image, Text, and Tabular Data
aws-fpga
Official repository of the AWS EC2 FPGA Hardware and Software Development Kit
bnn-fpga
Binarized Convolutional Neural Networks on Software-Programmable FPGAs
BNN-PYNQ
conan-gflags
Conan Package for Google's GFlags Library
parallella-riscv
RISC-V Rocket Core on Parallella & ZedBoard Zynq FPGA Boards
parallella-riscv-images
Parallella RISC-V Prebuilt Images
vmrun
Simple AMD-V (SVM) Virtualization Extensions Demo
eliaskousk's Repositories
eliaskousk/autogluon
AutoGluon: AutoML for Image, Text, and Tabular Data
eliaskousk/cv
eliaskousk/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
eliaskousk/dotfiles
My vim, zsh, tmux, git configuration files
eliaskousk/EasyFL
An easy-to-use federated learning platform
eliaskousk/example-code-2e
Example code for Fluent Python, 2nd edition
eliaskousk/fastbook
The fastai book, published as Jupyter Notebooks
eliaskousk/FATE
An Industrial Grade Federated Learning Framework
eliaskousk/FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
eliaskousk/FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
eliaskousk/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.
eliaskousk/KubeFATE
Manage federated learning workload using cloud native technologies.
eliaskousk/MONAI
AI Toolkit for Healthcare Imaging
eliaskousk/openfl
An open framework for Federated Learning.
eliaskousk/PerfKitBenchmarker
PerfKit Benchmarker (PKB) contains a set of benchmarks to measure and compare cloud offerings. The benchmarks use default settings to reflect what most users will see. PerfKit Benchmarker is licensed under the Apache 2 license terms. Please make sure to read, understand and agree to the terms of the LICENSE and CONTRIBUTING files before proceeding.
eliaskousk/Practicing-Federated-Learning
eliaskousk/PySyft
A library for answering questions using data you cannot see
eliaskousk/pytorch-cifar
95.47% on CIFAR10 with PyTorch
eliaskousk/PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
eliaskousk/substra
Substra is a framework for traceable ML orchestration on decentralized sensitive data.
eliaskousk/substra-backend
Backend of the Substra platform
eliaskousk/substra-frontend
eliaskousk/azure-charon-ssp-deploy
Bicep deployment scripts to deploy Charon SSP on Azure
eliaskousk/craftinginterpreters
Repository for the book "Crafting Interpreters"
eliaskousk/fsdp_qlora
Training LLMs with QLoRA + FSDP
eliaskousk/linux
Linux kernel source tree
eliaskousk/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
eliaskousk/llvm-project
The LLVM Project is a collection of modular and reusable compiler and toolchain technologies. Note: the repository does not accept github pull requests at this moment. Please submit your patches at http://reviews.llvm.org.
eliaskousk/NeMo
NeMo: a framework for generative AI
eliaskousk/NVFlare
NVIDIA Federated Learning Application Runtime Environment