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Pytorch ⭐ 74,794

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Pytorch Examples ⭐ 4,170

Simple examples to introduce PyTorch

Tensornetwork ⭐ 1,528

A library for easy and efficient manipulation of tensor networks.

Deep_trader ⭐ 1,266

This project uses reinforcement learning on stock market and agent tries to learn trading. The goal is to check if the agent can learn to read tape. The project is dedicated to hero in life great Jesse Livermore.

Prettytensor ⭐ 1,241

Pretty Tensor: Fluent Networks in TensorFlow

Grokking Pytorch ⭐ 969

The Hitchiker's Guide to PyTorch

All About The Gan ⭐ 602

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Deep learning with spiking neural networks (SNNs) in PyTorch.

Nn_robust_attacks ⭐ 519

Robust evasion attacks against neural network to find adversarial examples

Deepexplain ⭐ 471

A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also includes support for Shapley Values sampling. (ICLR 2018)

A python library for quantum information and many-body calculations including tensor networks.

How To Read Pytorch ⭐ 325

Quick, visual, principled introduction to pytorch code through five colab notebooks.

Tensor Network Python (TeNPy)

Tntorch ⭐ 243

Tensor Network Learning with PyTorch

Sdc Vehicle Detection ⭐ 225

Udacity Project - Vehicle Detection

Javascript neural networks on top of general scalar/tensor reverse-mode automatic differentiation.

Structuredinference ⭐ 206

Structured Inference Networks for Nonlinear State Space Models

Seq2seqsharp ⭐ 188

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

Code for NeurIPS 2019 paper: "Tensor Programs I: Wide Feedforward or Recurrent Neural Networks of Any Architecture are Gaussian Processes"

Pydata2015 ⭐ 150

Pytorch Weights_pruning ⭐ 145

PyTorch Implementation of Weights Pruning

Tensornetwork.org ⭐ 128

Source for The Tensor Network open-source review article

Global Second Order Pooling Convolutional Networks ⭐ 121

Global Second-order Pooling Convolutional Networks (cvpr2019 GSoP)

Java Machine Learning ⭐ 119

Deep learning library for Java, with fully connected, convolutional, and recurrent layers. Also features many gradient descent optimization algorithms.

Efficient Spiking Neural Network framework, built on top of PyTorch for GPU acceleration

Tensorflow Socher Ntn ⭐ 117

Reimplementation of "Reasoning With Neural Tensor Networks for Knowledge Base Completion" (Socher, Chen 2013) in Google's TensorFlow framework. MIT 6.806 Final Project. NOTE: Not maintained.

Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775

A TensorFlow implementation of Relational Graph Attention Networks, paper: https://arxiv.org/abs/1904.05811

functional neural networks in ocaml

Tensorgrad ⭐ 90

Differentiable Programming Tensor Networks

Tensornetworkad.jl ⭐ 77

Algorithms that combine tensor network methods with automatic differentiation

Complexcnn ⭐ 72

pytorch implementation of complex convolutional neural network

A neural network framework (with autograd!) for object pascal 🧠

Deep learning for spiking neural networks

A C++ implementation to create, visualize and train Convolutional Neural Networks

Tensorfusionnetworks ⭐ 53

Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.

Deep Tensor Neural Network

A Generic Tensor-Network library that is designed for quantum simulation, base on the pytorch

Cpp Torch ⭐ 49

cpp-torch is a C++ library, implemented as a wrapper around Torch libraries.

Hierarchical Tensor Networks at Exascale

Tensorfusionnetwork ⭐ 44

EMNLP 2017 (Oral): Tensor Fusion Network for Multimodal Sentiment Analysis Code

Renormalizer ⭐ 40

Quantum dynamics package based on tensor network states

qTorch (Quantum Tensor Contraction Handler) https://arxiv.org/abs/1709.03636 -> for quantum simulation using tensor networks

Pytorch Tensor Train Network ⭐ 37

Jun and Huck's PyTorch-Tensor-Train Network Toolbox

Meta Gnn ⭐ 36

Implementation of Meta-GNN in TensorFlow

Deep neural network to reconstruct Confocal 3D stacks from Light Field Microscopy images.

Pytorch Tutorials ⭐ 32

Learn to build your neural network using PyTorch

Probabilistic generative model that incorporates both the topology of interactions and node attributes to extract overlapping communities in directed and undirected multilayer networks.

Weblearn ⭐ 31

Modular neural networks for node.js and the browser

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

Tncontract ⭐ 30

A user-friendly tensor-network library for python.

Windows port of PyTorch. Alpha quality

Generative Sparse Detection Networks for 3D Single-shot Object Detection

Metaltensors ⭐ 26

.NET Neural Network training library using Apple's Metal Performance Shaders

Tensorshare ⭐ 25

🤝 Trade any tensors over the network

Lift Tutorial ⭐ 23

Differential Privacy Federated Learning ⭐ 22

Curated notebooks on how to train neural networks using differential privacy and federated learning.

Neural Tensor Fusion Network ⭐ 22

Repository for Neural Tensor Fusion Network

Tree Tensor Networks In Machine Learning ⭐ 22

Contracting Arbitrary Tensor Networks

Neural tensor network for KB completion ( http://papers.nips.cc/paper/by-source-2013-504 )

Icml2017_arxiv ⭐ 19

ICML 2017 accepted papers on arXiv.org

Connectome_conv_net ⭐ 17

Connectome-convolutional neural netvork for connectivity-based classificatin

This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).

Tensor_networks_for_probabilistic_modeling ⭐ 16

Probabilistic modelling with tensor networks

Multilayergm Py ⭐ 15

A Python framework for generating multilayer networks with planted mesoscale structure.

Pytorch Unattached ⭐ 14

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Toeffipy ⭐ 13

ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.

Pytorch Tutorial ⭐ 11

Pytorch Coriander ⭐ 11

OpenCL build of pytorch - (in-progress, not useable)

Yaotoeinsum.jl ⭐ 10

Convert Yao circuit to OMEinsum (tensor network) contraction.

Python package for automatic contraction of tensor networks.

Tensor Switching Networks

Very Deep Convolutional Networks with Tensor Flow

A quantum system simulator using PEPS tensor network

An implementation of the Three-Legged Tree Tensor Network algorithm

Optimizedtensorcontraction ⭐ 9

Global search algorithms for finding optimal tensor network contraction sequences.

Yaotensornetwork.jl ⭐ 9

Dump a quantum circuit in Yao to a tensor network graphical model

Graphical user interface for tensor networks

Funnytn.jl ⭐ 8

A funny picotograph language for Tensor Networks

Grakn Kbc ⭐ 8

The neural tensor network KB completion built on Grakn

Tanalysis ⭐ 7

A python 2.7+ and 3.4+ package for matrix product state decompositions in a data science context

Viznet.jl ⭐ 7

Network visualization, tensor network, lattice et. al.

The kame ha me ha of neural networks in go.

Adversarial_attack_on_rnn ⭐ 7

Performing C&W attack on Recurrent Neural Network

Onmf_ontf_ndl ⭐ 7

Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images

Deep_learning_code ⭐ 6

Deep Learning Code to learn Deep Learning

MUSCO: Multi-Stage COmpression of neural networks

Consequences ⭐ 6

Svhn_classifier ⭐ 6

a tensor flow code to learn a classifier on SVHN dataset

Quimb Tutorials ⭐ 6

Tutorials using Quimb, a quantum circuit simulator that uses tensor networks

Unitary Tensor Network Operator ⭐ 6

The code is for optimizing a unitary tensor-network operator.

Neural_tensor_network_for_kb_completion ⭐ 6

Neural Tensor Network for Knowledge Base Completion in Java

Tensor_rank_cnn ⭐ 6

tensor rank learning in CP decomposition via convolutional neural network

Tensor Network Renormalisation

Julia library for quantum circuit simulation using tensor networks

Tensorrnn ⭐ 5

Source repo for tensor-train recurrent neural network for long-term forecasting

Multivariate Time Series Classification Model with Attentional Prototype Network

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