integers

Safer integers in C++.

k-means

This is an implementation of the well known clustering algorithm `K-Means` from scratch. The algorithm is implemented in C++ 17.

k-means-parallel

K-Means Clustering Algorithm with OpenMP 5.1 and C++ 17. The effective core utilization using the Intel Compiler 19.1 was 96% in 12 cores on a Windows 10 environment.

lion-pytorch

Lion, new optimizer discovered by Google Brain that is purportedly better than Adam(w), in Pytorch

mask-rcnn

Mask R-CNN fully customizable implementation using PyTorch 1.10.

mnist_cnn

A simple CNN based on LeNet5 implemented in Julia 1.6.

nebula

Desktop setup

neural-network

Feed Forward Multi-Layer Neural Network implemented in C++ 17, optimized using OpenMP 5.1 and tested on fashion MNIST dataset.

nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

nn-optimization

Feed Forward Neural Network Optimization - experiments

notes-logger

App for logging your notes and ideas. It then compiles a table and displays them in a pretty format. It also outputs a log file with the displayed result.

nvbandwidth

A tool for bandwidth measurements on NVIDIA GPUs.

nvitop

An interactive NVIDIA-GPU process viewer, the one-stop solution for GPU process management.

omniboost-v1

Lightweight, extensible, and fair multi- DNN manager for heterogeneous embedded devices.

orin

Setting up the NVIDIA Jetson Orin Nano Developer Kit

pytorch-cnn-visualizations-saliency-maps

Pytorch implementation of convolutional neural network visualization techniques

rainbow-dqn

Rainbow-DQN RL agent in Pytorch

rotary-embedding-torch

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

scientific-computation

MATLAB exercises for Scientific Computation.

sentiment_classification

Sentiment classification and opinion prediction based on a movie reviews dataset.

spotify-adblock

Adblocker for Spotify

stonne

STONNE: A Simulation Tool for Neural Networks Engines

taichi

Productive & portable high-performance programming in Python.

td3

Implementation of TD3 agent in PyTorch.

tsp

In this project, the Traveling Salesman Problem is addressed. There are several approaches implemented. The project was done in C++ 17 and OpenMP 5.1.

vector-quantize-pytorch

Vector Quantization, in Pytorch

web_directory_downloader

Script to download PDF files from a web directory.

xilinx-tiny-cnn

youtube2gif

A Python script that downloads the selected video, crops it, and converts it to GIF. Finally, it adds the desired text.