Milan Gunasekera's repositories
INFO5555_FHIR_webapp
Web application for displaying vitals data, using the FHIR (Fast Healthcare Interoperability Resources) RESTful API
hello-world
First repository
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
learning-area
Github repo for the MDN Learning Area.
mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Reinforcement_Learning_QL
Learning optimal policies with Reinforcement learning
pytorch-pretrained-BERT
đź“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
ResearchSuite-Demo-Android
Generates ResearchSuite surveys (YADL, MEDL, PAM, Demographics, Notifications, Geofencing) on Android
RL-Adventure-2
PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
scRNA.seq.course
Analysis of single cell RNA-seq data course
smart-on-fhir-tutorial
SMART on FHIR developer tutorial
sprinkler_interface
Create a web-based graphical user interface that can make turning on sprinklers across my backyard more intuitive. Currently using HYDROFLASH controller, which has 16 unique sprinkler channels, controlled over local network