Sean Carver's Projects
KLI in R (Kullback-Leibler Interactive) --- Computes number of samples needed for confidence in model selection
A K-Means implementation for KL-Divergence (instead of squared euclidean distance)
Examples from Learning PHP, MySQL & JavaScript Ed 6 by Robin Nixon (plus all examples from previous editions)
A collection of machine learning examples and tutorials.
The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
The official online compendium for Mining the Social Web, 3rd Edition (O'Reilly, 2018)
Python library for Reinforcement Learning experiments.
Sequential Monte Carlo in python
Create interactive web graphics from R via plotly's JavaScript graphing library
PyTorch Agent Net: reinforcement learning toolkit for pytorch
PyLayers is a Python platform for Site Specific Radio Propagation Simulation for Evaluating Indoor Localization algorithms using UWB radio signals including Human Indoor Mobility
The "Python Machine Learning (3rd edition)" book code repository
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
rock paper scissors game using Double-DQN against different random generator
Sequence Graph Transform
R Markdown Site Template From Web