Pinned Repositories
CubeRace-AI
AvaSenintels is a community I started at work to find those interested in Reinforcement Learning. A colleague created a game named CubeRace during University. This repository contains a modified version of the game, where deep reinforcement learning is used to teach the computer to solve and complete the game.
FastAPI-with-Jinja2-Webservice
FastAPI (with Jinga2 Templates) to create a web service showcasing machine learning applications accessible via the browser.
Machine-Learning
Collection of notebook files that cover a range of different topics. Theory and code could be acquired from online courses, youtube and books. I will always aim to include the sources in the references.
Monte-Carlo-Control-Finding-the-Optimal-Policy-for-Blackjack
Interacting with the blackjack environment from OpenAI gym. We will write our own Monte Carlo Control implementation to find an optimal policy to solving blackjack. The code and theory has been learnt from Udacity Deep Reinforcement Learning course.
object-detetection-using-opencv
Example code to detect objects via images and your webcam
OCR-with-OpenCV
Python-Flask-Hello-World-Docker
Simple flask app built as a docker image
python_fundamentals
Fundamentals learnt from the first course I ever completed.
Q-learning-to-solve-OpenAI-Gyms-Taxi-v2
This project focuses on using Q-learning, a temporal difference learning approach to solving an OpenAI-Gym task.
Survey-Analysis---Powered-by-Unsupervised-Learning
Gain insights from the surveys submitted by your customers. The unsupervised learning algorithm will determine common groups that exists from your customer base. feedback responses
VirajVaitha123's Repositories
VirajVaitha123/FastAPI-with-Jinja2-Webservice
FastAPI (with Jinga2 Templates) to create a web service showcasing machine learning applications accessible via the browser.
VirajVaitha123/object-detetection-using-opencv
Example code to detect objects via images and your webcam
VirajVaitha123/CubeRace-AI
AvaSenintels is a community I started at work to find those interested in Reinforcement Learning. A colleague created a game named CubeRace during University. This repository contains a modified version of the game, where deep reinforcement learning is used to teach the computer to solve and complete the game.
VirajVaitha123/Machine-Learning
Collection of notebook files that cover a range of different topics. Theory and code could be acquired from online courses, youtube and books. I will always aim to include the sources in the references.
VirajVaitha123/Monte-Carlo-Control-Finding-the-Optimal-Policy-for-Blackjack
Interacting with the blackjack environment from OpenAI gym. We will write our own Monte Carlo Control implementation to find an optimal policy to solving blackjack. The code and theory has been learnt from Udacity Deep Reinforcement Learning course.
VirajVaitha123/OCR-with-OpenCV
VirajVaitha123/Python-Flask-Hello-World-Docker
Simple flask app built as a docker image
VirajVaitha123/python_fundamentals
Fundamentals learnt from the first course I ever completed.
VirajVaitha123/Q-learning-to-solve-OpenAI-Gyms-Taxi-v2
This project focuses on using Q-learning, a temporal difference learning approach to solving an OpenAI-Gym task.
VirajVaitha123/Survey-Analysis---Powered-by-Unsupervised-Learning
Gain insights from the surveys submitted by your customers. The unsupervised learning algorithm will determine common groups that exists from your customer base. feedback responses
VirajVaitha123/Q-Learning-to-solve-OpenAI-Gym-s-Cliffwalking
Implementing Sarsa algorithms to find the optimal policy for solving the cliffwalking game.
VirajVaitha123/valorant-api-project
Simple script to extract information from the Riot Games API