.dotfiles

Hosting my home pc configuration

action-branching-agents

(AAAI 2018) Action Branching Architectures for Deep Reinforcement Learning

amc

[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices

andreaskaratzas

My personal repository.

bashtop

Linux/OSX/FreeBSD resource monitor

bismo

BISMO: A Scalable Bit-Serial Matrix Multiplication Overlay for Reconfigurable Computing

bitfusion

Simulator for BitFusion

block-recurrent-transformer-pytorch

Implementation of Block Recurrent Transformer - Pytorch

brevitas

Brevitas: quantization-aware training in PyTorch

chiplets-cost-model

circuit-simulation

This is a Combinational Circuit Logic Simulation Tool. There is a C++ version and a C version.

command-interface

Add a command-line interface to any C++ program

crypson

Modern cryptography algorithms using deep learning

csv2networkx

In this repository, there is an implementation of CSV to Graph<V, E> transform using Python 3.8 . The repository was created to validate the results of the TSP algorithm using a naive approach, which is implemented here.

cuda-neural-network

Simple neural network implementation using CUDA technology. It is an educational implementation.

curiosity-driven-exploration-pytorch

Curiosity-driven Exploration by Self-supervised Prediction

daedalous

Towards autonomous drones using deep learning.

data_mining

Red wine quality prediction based on multi-dimensional vectors. Each dimension is a different sensor metric. In the same repository, there is another model that predicts if a news title is fake or not (onion-or-not dataset).

ddpg

Implementation of DDPG agent in PyTorch.

deep_learning

Movie recommendation using deep learning techniques. There are two different implementations. The first is based on fully convolutional networks, and the second utilizes the efficiency of embeddings. The dataset of the project was the IMDB dataset.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

elstat_crawler

Crawler for big data analysis.

faster-rcnn

Faster R-CNN fully customizable implementation using PyTorch 1.10.

genetic_algorithms

This is an implementation of a genetic algorithm for educational purposes. The implementation was done from scratch using plain NumPy and CuPy with Python 3.8. The purpose of the algorithm was to recommend movies to users.

gpupowertest

A utility for stressing GPUs by driving utilization (and thus power consumption) up and down in user-defined cycle intervals. It will also randomly drop power consumption down to idle and spike it back up

graphics-driver

Custom graphics driver using Verilog on Xilinx FPGA platform.

her

Implementation of DDPG with Hindsight Experience Replay agent in PyTorch.

hermes

Client - Server offloading of DNNs.

hp-omen-linux-module

Control the HP Omen keyboard lighting and performance settings in Linux

img2dataset

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.