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Materials for our 16-week DevoWormML course. Last offered during Fall 2019.

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DevoWormML

Meetings are in virtual space, held on Mondays at 3pm UTC.

Please visit our website, Github repository, Slack channel (OW members, others via Slackpass), YouTube channel, and The Node for more information.

September 4: informational first meeting. video, slides

Knowledge Map of Machine Learning, Orthogonal Research and Education Laboratory

September 11: second meeting (Digital Bacillaria). video, slides

September 18: third meeting (OpenDevoCell). video, slides

Gartner Hype Cycle for AI and ML (2019)

September 25: fourth meeting (Input Data). video, slides

October 2: fifth meeting (Pre-trained Models for Biology). video, slides

Space of process models, cognitive models vs. machine learning models vs. neural simulations. From: Figure 3 in Kriegeskorte and Douglas, "Cognitive computational neuroscience". arXiv, 1807.11819.

October 9: sixth meeting (TensorFlow Tutorial). video, slides

Join us for Hacktoberfest through the month of October. Check out our issues board and make a pull request today!

October 16: seventh meeting (general discussion). video

October 23: eighth meeting (Computational Pareidolia). video, slides

October 30: ninth meeting (Developmental GANs and GANs in Medical Imaging). Video. Developmental GANs slides, GANs in Medical Imaging slides.

NEW! Pre-trained Models for Biology (see October 2 for topic). Blog post at The Node.

November 6: tenth meeting (general discussion). video

November 13: eleventh meeting (Game Theory in Machine Learning and Development). video, slides

November 20: twelfth meeting (Reinforcement Learning). video, slides

November 25 (meetings shifted to Mondays at 3pm UTC): thirteenth meeting (Biological Metaphors and ML, RL, and Cybernetics). video, slides

December 2: fourteenth meeting (Deep Fovea, Medical Imaging, and Peter's Rule). video, Deep Fovea slides, CT Problem slides, Peter's Rule paper

December 9: fifteenth meeting (Invariance and Universal Features). video, slides, Hydrodynamics of Embryo Cell Positioning paper

Artificial neural architectures and a minimization function for the brain? From: Figure 1 in Richards et.al, "A Deep Learning framework for neuroscience". Nature Neuroscience, 22, 1761–1770.

December 16: sixteenth meeting (Hierarchical Temporal Modeling and New Directions). video, slides, Rethinking the Bias-Variance Tradeoff paper, Skepticism of backpropagation in AI discussion

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Materials for our 16-week DevoWormML course. Last offered during Fall 2019.

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