HUJI Deep Learning Group

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16 repositories

sub_task_decomposition
Public
Official implementation of the experiments in the "Sub-Task Decomposition Enables Learning in Sequence to Sequence Tasks" paper.
Python
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MIT License
•0•0•0•0•Updated Feb 12, 2023Feb 12, 2023
FlowKet
Public
A framework based on Tensorflow for running variational Monte-Carlo simulations of quantum many-body systems.
tensorflow keras python3 pixelcnn autoregressive variational-monte-carlo
Python
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MIT License
•9•37•2•0•Updated Oct 30, 2020Oct 30, 2020
Long-Term-Memory-of-Deep-RNNs
Public
Source code for https://arxiv.org/abs/1710.09431 - On the Long-Term Memory of Deep Recurrent Networks.
Python
•0•3•0•0•Updated Mar 21, 2020Mar 21, 2020
netket
Public
Machine learning algorithms for many-body quantum systems
C++
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Apache License 2.0
•192•0•0•0•Updated Jul 15, 2018Jul 15, 2018
simnets-tf
Public
SimNets implementation in TensorFlow
C++
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MIT License
•3•7•5•0•Updated Apr 17, 2018Apr 17, 2018
Generative-ConvACs
Public
Experiments from the article "Tensorial Mixture Models"
caffe research deep-learning neural-network generative-model missing-data tensor experiments tensor-decomposition article
Python
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MIT License
•9•25•0•0•Updated Apr 4, 2018Apr 4, 2018
OverlapsAndExpressiveness
Public
Experiments for the paper "On the Expressive Power of Overlapping Architectures of Deep Learning"
MIT License
•0•1•0•0•Updated Feb 22, 2018Feb 22, 2018
spn-poon-2011
Public
Modification of original implementation, for SPN MNIST missing data experiments
Java
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Other
•1•1•0•0•Updated Jun 18, 2017Jun 18, 2017
spn-opt-discrim
Public
Adaptation of SPN parameter learning by Zhao et al. to support classification under missing data setting.
C++
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Other
•0•0•0•0•Updated Jun 14, 2017Jun 14, 2017
tensorflow-wavenet
Public
A TensorFlow implementation of DeepMind's WaveNet paper
Python
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MIT License
•1.3k•0•0•0•Updated Apr 24, 2017Apr 24, 2017
caffe-simnets
Public
The SimNets Architecture's Implementation in Caffe
caffe deep-learning neural-network generative-model research-project tensors tensor-decomposition
C++
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Other
•19k•13•0•0•Updated Nov 23, 2016Nov 23, 2016
nice
Public
Python
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BSD 3-Clause "New" or "Revised" License
•25•0•0•0•Updated Nov 22, 2016Nov 22, 2016
Diffusion-Probabilistic-Models
Public
Reference implementation for Deep Unsupervised Learning using Nonequilibrium Thermodynamics
Python
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MIT License
•70•1•0•0•Updated Nov 20, 2016Nov 20, 2016
inductive-pooling
Public
Experiments from the paper "Inductive Bias of Deep Convolutional Networks through Pooling Geometry"
Python
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MIT License
•3•6•1•0•Updated Nov 8, 2016Nov 8, 2016
GSN
Public
Efficient implementation of Generative Stochastic Networks
Python
•86•0•0•0•Updated Oct 27, 2016Oct 27, 2016
MAPS
Public
GPU Optimization and Memory Abstraction Framework
C++
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Other
•9•0•0•0•Updated Oct 10, 2016Oct 10, 2016