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cnn-c4

Connect four AI

crumpling

Code from "Machine Learning in a data-limited regime: Augmenting experiments with synthetic data uncovers order in crumpled sheets" Science Advances 2019

encoding-decoding-3d-crystals

"Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures", Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Jean Michel Sellier, Yoshua Bengio

fast-marching-image-segmentation

Image segmentation method based on the fast marching method

gryllus_nuclear_movements

harvard_final_projects

Final Projects. Includes Chess Attack AI.

insect-development-model

Python code to model the syncytial development of a cricket in 3D. Additional Mathematica Code for rendering mesh2 objects in povray.

insect-wing-venation-patterns

Code corresponding to the manuscript "A simple developmental model recapitulates complex insect wing venation patterns" PNAS 2018

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lichess-distance-calculator

Calculate your win separation from the World Champion (and others) on Lichess

ml_supergroup_demo

ML Demo using Monte Carlo Tree Search and a conv net

rims

Code for "Recurrent Independent Mechanisms" A. Goyal, A. Lamb, J. Hoffmann, S. Soghani, S. Levine, Y. Bengio, B. Schölkopf

size-and-shape-of-insect-wings

Code accompanying "Size and shape of insect wings" by M. Salcedo, J. Hoffmann, S. Donoughe, and L. Mahadevan.

sports-1m-challenge

Implementation of a Sports-1M Challenge video classifier

tensorflow-demo

TensorFlow demo for Harvard Machine Learning Supergroup