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amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

class_de_lstm

de_lstm

de_rnn

drnet-py

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

factorvae

Pytorch implementation of FactorVAE proposed in Disentangling by Factorising(http://arxiv.org/abs/1802.05983)

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gradnet-image-denoising

image_augmentor

Data augmentation tool for images

imgaug

Image augmentation for machine learning experiments.

infogan-pytorch

implement infoGAN using pytorch

irae_pytorch

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

models

Models and examples built with TensorFlow

mthesis-denoise

Master thesis on image denoising with the Natural Image Noise Dataset, convolutional neural networks, and generative adverserial networks.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-playground

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

rlpy

RLPy Reinforcement Learning Framework

triplet-network-pytorch

tutorials

机器学习相关教程