Beautiful map components, 100% Free, Zero config, one command setup
...The project includes implementations that experiment with policy encoding, action decomposition techniques, and sample efficiency analysis in classic reinforcement learning environments. By organizing action outputs into meaningful, lower-dimensional manifolds, MapCN attempts to improve both learning convergence and transfer performance when compared to unguided continuous control baselines.
...Later updates will include the full ToL dataset, improve tree generation and overall accessability, as well as adding access to other datasets.
Special thanks go to the Tree of Life Web Project and all its contributors for providing the data and to Unity Technologies for free access to Unity 5.
A Matlab based project for tracking cell nuclei in 3D space over time from live imaging data.
(Sample images and lineage data are available under "Files".)