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pytorch-examples

Simple examples to introduce PyTorch

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-seq2seq

pytorch-seq2seq is a framework for sequence-to-sequence (seq2seq) models in PyTorch.

pytorch-sso

PyTorch-SSO: Scalable Second-Order methods in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pyvision

obsolete python computer vision toolkit.

rbm.py

Pain-free Restricted Boltzmann Machines

rec-attend-public

Code that implements paper "End-to-End Instance Segmentation with Recurrent Attention"

resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

revnet-public

Code for "The Reversible Residual Network: Backpropagation Without Storing Activations"

robond-myrobot

The myrobot lab part of RoboND Gazebo Basics lesson

robot-jumpstarter

A tool for generating simple application for the Nao and Pepper robots.

sacred

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

sailors_research

SAILORS program project

scenetextrecognition

Scene Text Recognition

scikit-learn

scikit-learn: machine learning in Python

sent2vec

General purpose unsupervised sentence representations

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

shogun

The Shogun Machine Learning Toolbox (Source Code)

skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

software-development

A primer on software development best practices for computational chemistry

software-development-best-practices

Modest and essential collection of software engineering practices.

software-engineering-python

Simple Software Engineering techniques for Python developers

software-testing

Implementation of Test Driven Development in python using pytest and unittest.

sonnet

TensorFlow-based neural network library

sparseconvnet

Submanifold sparse convolutional networks

sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

ssd_scene_text_detection

Detect text in natural images with SSD, Single Shot Detection

stackgan-pytorch

stanford-tensorflow-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.