atherfawaz/DS-Homework-2

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Created almost 4 years ago
Updated almost 4 years ago

atherfawaz/DS-Homework-2

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Mask-RCNN-PyTorch

Colab-friendly implementation of MaskRCNN in PyTorch with ResNet18 and ResNet50 backends. Fit for image classification, object detection, and segmentation.

Jupyter Notebook

Quantum-Simulator

Colab-friendly implementation of a quantum computing simulator using only numpy

Jupyter Notebook

GOCompiler

A tiny compiler for Go-- language written in C++20.

bot

A Langchain agent powered by Pinecone and OpenAI.

GPT-2

Testing GPT-2 (335M, 774M, and 1558M) transformer models on multiple cloud computing platforms.

Jupyter Notebook

Online-Quiz-System

A website for an online LMS.

BERT-RoBERTa

Training the Bidirectional Encoder Representations from Transformers (BERT) model for natural language understanding tasks.

Jupyter Notebook

adversarial-tts

Efficient high fidelity audio synthesis using generative adversarial networks (GANs).

Jupyter Notebook

Genetic_Algorithms

An application of genetic algorithms to create pictures.

SVM

Jupyter Notebook

Linear-Regression

Assignment 1 for Data Science

Jupyter Notebook

Logistic-Regression

Assignment 2 for Data Science

Jupyter Notebook

Uber

WGANGP-Faces

An implementation of vanilla Wasserstein GAN with Gradient Penalty in Keras. Trained on the Celeba dataset.

Jupyter Notebook

GreedyAlgorithms

Othello

An implementation of the popular game Othello using Adversarial State-Space Search.

state_space_search

A robot finds the path from a starting point to an ending point through a maze using three algorithms: Depth-first Search, Breadth-First Search, Iterative Deepening Search

AR-t

(AR)t is a mobile app that increases engagement and understanding of museum art through audiovisual simulation using augmented reality. Winning project at the NYU Abu Dhabi Hackathon 2019.

VQE

A repository containing my solution to the screening tasks for the second cohort of Quantum Open Source Foundation Mentorship program.

Jupyter Notebook

K-Means

Implementation of the K-Means algorithm to reduce color information in an image

Gradient_Descent

Demonstrating the training of a simple machine learning model on the Iris/Fisher’s dataset with Gradient Descent.

Rusty-Lexer

A lexical analyzer language for C/C++ written in Rust.

Genetic-Neural-Network

Demonstrating the training of an artificial neural network with a genetic algorithm.

AALU

AALU - Automating Aftab to Legitimize Unemployment - a cloud-based artificially intelligent virtual agent to solve common customer issues automatically and free up staff to focus on complex tasks.