Alexander Novikov's repositories

t3f

Tensor Train decomposition on TensorFlow

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exp-machines

Exponential Machines implementation

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tf-memonger

Sublinear memory optimization for deep learning, reduce GPU memory cost to train deeper nets

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tf_einsum_opt

Optimize the order of execution for tf.einsum

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l1nls

Matlab and Python solvers that find the solution of system of linear equations of minimal L1 norm

TT-cross-explained

My notes to explain the TT-cross algorithm

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swapout.torch

Lua torch implementation of Swapout

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thesis

My PhD thesis (in Russian)

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SAG-cross-approximation

A project for the [NLA](https://github.com/oseledets/nla2015) course.

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clicker

Store click positions for a dataset of images (machine learning labeling)

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fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

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matconvnet

MatConvNet: CNNs for MATLAB

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NLA

Lectures and materials for the Fall 2014 Skoltech numerical linear algebra course

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nla2015

The main github repository for NLA2015 course

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Practical_RL

A course in reinforcement learning in the wild

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pyautodiff

Automatic differentiation for NumPy

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tensorflow

Computation using data flow graphs for scalable machine learning

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torch7

http://torch.ch

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TT-Toolbox

The git repository for the TT-Toolbox

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ttpy

Python implementation of the TT-Toolbox

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