Viewing Matrices & Probability as Graphs
A nice fact I like: Every matrix corresponds to a graph, and so familiar things (e.g. matrix multiplication) have nice pictures! Another nice fact: joint probability distributions *also* correspond to graphs. They have telling pictures, too. New blog post
Blog by Math3ma: https://www.math3ma.com/blog/matrices-probability-graphs
#graphs #matrices #probability
A nice fact I like: Every matrix corresponds to a graph, and so familiar things (e.g. matrix multiplication) have nice pictures! Another nice fact: joint probability distributions *also* correspond to graphs. They have telling pictures, too. New blog post
Blog by Math3ma: https://www.math3ma.com/blog/matrices-probability-graphs
#graphs #matrices #probability
Math3Ma
Viewing Matrices & Probability as Graphs
Today I'd like to share an idea. It's a very simple idea. It's not fancy and it's certainly not new. In fact, I'm sure many of you have thought about it already. But if you haven't—and even if you have!—I hope you'll take a few minutes to enjoy it with me.…
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
Shang et al.: https://arxiv.org/abs/1907.00664
#reinforcementlearning #rl #machinelearning #graphs
Shang et al.: https://arxiv.org/abs/1907.00664
#reinforcementlearning #rl #machinelearning #graphs
arXiv.org
Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
In many real-world scenarios, an autonomous agent often encounters various
tasks within a single complex environment. We propose to build a graph
abstraction over the environment structure to...
tasks within a single complex environment. We propose to build a graph
abstraction over the environment structure to...
Graph Nets library
Graph Nets is DeepMind's library for building graph networks in Tensorflow and Sonnet: https://github.com/deepmind/graph_nets
#ArtificialIntelligence #GraphNetworks #Graphs #DeepLearning #NeuralNetworks #TensorFlow
Graph Nets is DeepMind's library for building graph networks in Tensorflow and Sonnet: https://github.com/deepmind/graph_nets
#ArtificialIntelligence #GraphNetworks #Graphs #DeepLearning #NeuralNetworks #TensorFlow
GitHub
GitHub - google-deepmind/graph_nets: Build Graph Nets in Tensorflow
Build Graph Nets in Tensorflow. Contribute to google-deepmind/graph_nets development by creating an account on GitHub.
CS224W: Machine Learning with Graphs
Stanford / Winter 2021 [slides] pdf
http://web.stanford.edu/class/cs224w/
#machinelearning #graphs
Stanford / Winter 2021 [slides] pdf
http://web.stanford.edu/class/cs224w/
#machinelearning #graphs