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Viacheslav Seledkin's Projects

s-vae-tf icon s-vae-tf

Tensorflow implementation of Hyperspherical Variational Auto-Encoders

salient icon salient

Machine Learning, Natural Language Processing and Sentiment Analysis Toolkit for Node.js

scrnns icon scrnns

This is a self contained software accompanying the paper titled: Learning Longer Memory in Recurrent Neural Networks: http://arxiv.org/abs/1412.7753.

self-attention-tf icon self-attention-tf

Tensorflow Implementation of "A Structured Self-attentive Sentence Embedding" (ICLR 2017)

senet icon senet

Squeeze-and-Excitation Networks

senet-tensorflow icon senet-tensorflow

Simple Tensorflow implementation of Squeeze Excitation Networks using Cifar10 (ResNeXt, Inception-v4, Inception-resnet-v2)

sentence2vec icon sentence2vec

Tools for mapping a sentence with arbitrary length to vector space

sentences icon sentences

A multilingual command line sentence tokenizer in Golang

sentimental icon sentimental

A simple dictionary-based sentiment analysis system with Russian language support

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sequence_gan icon sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

shape-encoder icon shape-encoder

Encodes multiple viewpoints of a 3D object into a single tensor, which can be decoded with a viewpoint dependent transformation.

shortformer icon shortformer

Code for the Shortformer model, from the paper by Ofir Press, Noah A. Smith and Mike Lewis.

simgnn icon simgnn

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

simpleds icon simpleds

A Simple Deep Reinforcement Learning Dialogue System

sketch-rnn icon sketch-rnn

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

sling icon sling

SLING - A natural language frame semantics parser

smile icon smile

Statistical Machine Intelligence & Learning Engine

snns icon snns

Tutorials and implementations for "Self-normalizing networks"

snowball icon snowball

Go implementation of the Snowball stemmers

sparse_attention icon sparse_attention

Examples of using sparse attention, as in "Generating Long Sequences with Sparse Transformers"

splitter icon splitter

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

stnbhwd icon stnbhwd

Modules for spatial transformer networks (BHWD layout)

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