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
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.