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Science Corporation
- San Francisco, CA
- sophiasanborn.com
- @naturecomputes
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rlbase Public
Modular Deep RL infrastructure in PyTorch
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spectral-universality Public
Official PyTorch and JAX Implementation of "Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks"
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gtc-invariance Public
Official PyTorch Implementation of "A General Framework for Robust G-Invariance in G-Equivariant Networks," NeurIPS 2023
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transform-datasets Public
Datasets for modeling transformations in data.
Jupyter Notebook UpdatedDec 8, 2023 -
pylive Public
Forked from ideoforms/pyliveQuery and control Ableton Live from Python
Python UpdatedJul 25, 2023 -
automated-interpretability Public
Forked from openai/automated-interpretability -
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v197 Public
Forked from mlresearch/v197Proceedings of NeurReps Workshop 2022
TeX UpdatedMar 17, 2023 -
bispectral-networks Public
Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023
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geomstats Public
Forked from geomstats/geomstatsComputations and statistics on manifolds with geometric structures.
Jupyter Notebook MIT License UpdatedFeb 9, 2023 -
simple-neural-nets Public
Learn to build neural networks from scratch, simply. No autograd, no deep learning libraries - just numpy.
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compSPI Public
Forked from compSPI/compSPIComputational Single Particle Imaging
Python UpdatedJul 27, 2022 -
bispectrum Public
Efficient implementation of the 2D translation-invariant bispectrum in PyTorch
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torch-tools Public
Modular infrastructure for running deep learning experiments in PyTorch.
Python UpdatedMay 14, 2022 -
visualizations Public
A collection of visualization tools commonly used in my research.
Jupyter Notebook UpdatedDec 17, 2021 -
graph-bispectrum Public
Use the bispectrum on the symmetric group to solve graph isomorphism.
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releasing-research-code Public
Forked from paperswithcode/releasing-research-codeTips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
MIT License UpdatedJun 2, 2021 -
cplxmodule Public
Forked from ivannz/cplxmoduleComplex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
Python MIT License UpdatedMar 28, 2021 -
pytorch-metric-learning Public
Forked from KevinMusgrave/pytorch-metric-learningThe easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
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A modular framework for neural networks with Euclidean symmetry
Python Other UpdatedNov 13, 2020 -
EV-FlowNet Public
Forked from daniilidis-group/EV-FlowNetCode for the paper "EV-FlowNet: Self-Supervised Optical Flow for Event-based Cameras"
Python Other UpdatedDec 3, 2019 -
gym-minigrid Public
Forked from Farama-Foundation/MinigridMinimalistic gridworld package for OpenAI Gym
Python BSD 3-Clause "New" or "Revised" License UpdatedSep 8, 2019 -
alphacsc Public
Forked from alphacsc/alphacscConvolution dictionary learning for time-series
Python BSD 3-Clause "New" or "Revised" License UpdatedSep 8, 2019 -
PPOC Public
Forked from mklissa/PPOCProximal Policy Option-Critic
Jupyter Notebook UpdatedJul 18, 2019 -
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hdnet Public
Forked from team-hdnet/hdnethdnet - Hopfield denoising network
Python GNU General Public License v3.0 UpdatedApr 21, 2019 -
dillinger Public
Forked from joemccann/dillingerThe last Markdown editor, ever.
HTML MIT License UpdatedMar 8, 2019 -
Moeditor Public
Forked from Moeditor/MoeditorYour all-purpose markdown editor.
JavaScript GNU General Public License v3.0 UpdatedFeb 15, 2019 -
graph-resonators Public
Identify graph isomorphisms with HD computing.
Jupyter Notebook UpdatedFeb 13, 2019 -