Pinned Repositories
Atari-DQN
Double Deep Q Network agent to play Atari Pong.
BBD-Escape
Project for the company BBD for a voting system for their event called Escape. Made to run off a Rasbperry Pi 3.
Course-Forum
An Android app I built for my Mobile Computing course. The app is a forum for students in the course.
CrepMaker
A generative model for creating sneakers
custom-shell-malloc
A custom shell/terminal and custom memory allocator: a project for my operating systems course.
Graph-Convolution-Network
A simple 2-layer Graph Convolution Neural Network for graph classification with Pytorch.
Graph-Network-Transfer
Repository for my MSc work. Contains the experiment code for investigating Graph Neural Network transfer learning.
Person-Detection-SVM-HOG
Person detector using Histograms of Oriented Gradients (HOGs) for feature extraction, and a linear SVM for classification. Done for my Honours ML project. Includes image data I collected.
RL-Obstacle-Tower
Reinforcement Learning Project - Obstacle Tower Agent
Snake-Classification-with-CNNs
Snake identification project for my Computer Vision course. Uses CNNs in PyTorch.
nishai's Repositories
nishai/Graph-Convolution-Network
A simple 2-layer Graph Convolution Neural Network for graph classification with Pytorch.
nishai/Graph-Network-Transfer
Repository for my MSc work. Contains the experiment code for investigating Graph Neural Network transfer learning.
nishai/Snake-Classification-with-CNNs
Snake identification project for my Computer Vision course. Uses CNNs in PyTorch.
nishai/Atari-DQN
Double Deep Q Network agent to play Atari Pong.
nishai/BBD-Escape
Project for the company BBD for a voting system for their event called Escape. Made to run off a Rasbperry Pi 3.
nishai/Course-Forum
An Android app I built for my Mobile Computing course. The app is a forum for students in the course.
nishai/CrepMaker
A generative model for creating sneakers
nishai/custom-shell-malloc
A custom shell/terminal and custom memory allocator: a project for my operating systems course.
nishai/Person-Detection-SVM-HOG
Person detector using Histograms of Oriented Gradients (HOGs) for feature extraction, and a linear SVM for classification. Done for my Honours ML project. Includes image data I collected.
nishai/RL-Obstacle-Tower
Reinforcement Learning Project - Obstacle Tower Agent
nishai/Neural_network-ML_assignment
A neural network I built to classify harmful websites, for my Machine Learning course.
nishai/neural_prophet
NeuralProphet - A simple forecasting model based on Neural Networks in PyTorch
nishai/nishai.github.io
Personal website
nishai/Pacman
A basic pacman game in C++. Done for a first year data structures & algorithms course.
nishai/SDP-Dashboard-backend
The backend repository for my final year Software Design project. It serves the data to the frontend via a query API.
nishai/SDP-Dashboard-frontend
The frontend repo for my final year Software Design project. It is dashboard web app (built in Vue.js) that displays various charts using data on Wits university courses and students. [Has to run alongside backend server]
nishai/snake_agent
An agent to play a game of snake. It was designed to play on Wits University's Snake AI platform.
nishai/soundscapes
A 3D game I made for my Computer Graphics & Visualisation course, using the Javascript 3D graphics API three.js.
nishai/sudoku-solver
A sudoku solver using a backtracking algorithm. A project for my final year algorithms course.