Sacha Gunaratne's repositories
Reinforcement_learning
Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.
freeCodeCamp
Contains code for teaching an agent the rules of Rock Paper Scissors
iphone-tracker
Dashboard for tracking the prices of used iphones to find the best deal | uses Pandas and Dash
matlab_projects
Matlab code with examples of algorithms I'm learning/testing
boggle-solver
Finds the words in the game of Boggle. Can handle games of any size*
optimization
Visualizes optimization algorithms in 2D space using plotly and streamlit
python_projects
Python Projects using sckit-learn, tensorflow, requests, unittesting, time series prediction, weather apps, multi threading
100DaysofCode
This will contain all the code I write during the next 100 days
Algorithms-coding-interview
Working solutions of the coding interview questions
Arbiter
A tool for hyperparameter optimization of machine learning models
ConfigurationFiles
Contains all my config files
CoSeRec
Contrastive Self-supervised Sequential Recommendation with Robust Augmentation
deeplearning4j
Eclipse Deeplearning4j, ND4J, DataVec and more - deep learning & linear algebra for Java/Scala with GPUs + Spark
docs
Source code for the Streamlit Python library documentation
javascript_projects
All my Javascript projects
JLOAF
Java Learning from observation Framework using CBR and Bayesian Networks
learn-docker
Sample project used to learn how to use docker-compose and Dockerfile to setup a simple python webserver.
play-json
The Play JSON library
play-json-zipper
An updated/maintained version of play-json-zipper
requests-for-research
A living collection of deep learning problems
talktown
A generator of American small towns, with an emphasis on social simulation.
wakemeupinthemorning
Contains code to interface with the motor that opens my curtains, and fires up my alarm.
zenbot
Zenbot is a command-line cryptocurrency trading bot using Node.js and MongoDB.