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open_set_domain_adaptation

Tensorflow Implementation of open set domain adaptation by backpropagation

opt-mmd

Learning kernels to maximize the power of MMD tests

paper-2015-esc-convnet

Environmental Sound Classification with Convolutional Neural Networks - paper replication data

pixeldtgan

A torch implementation of "Pixel-Level Domain Transfer"

pot

Python Optimal Transport library

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-domain-adaptation

A collection of implementations of adversarial domain adaptation algorithms

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_fine_tuning_tutorial

A short tutorial on performing fine tuning or transfer learning in PyTorch.

rwa-da

Unsupervised Domain Adaptation with Random Walks on Target Labelings

sam

SAM: Sharpness-Aware Minimization (PyTorch)

sound-classification

Sound Classification using CNN (Urban Sound dataset)

sound-classification-comparison

Classify sound using Deep Learning on Tensorflow and various machine learning models.

sound-classification-on-raspberry-pi-with-tensorflow

In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal registered with USB microphone

sound-classification_rnn

RNN to classify accents by using YouTube Biritsh and American training samples

switchyomega

Manage and switch between multiple proxies quickly & easily.

tensorflow-101

learn code with tensorflow

tensorflow-examples

TensorFlow Tutorial and Examples for beginners

tfalexnet

this is an implementation of alexnet with tensorflow. Run the train.py for training, and test.py for testing. You only need to config the picture folder path

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tl_algs

An implementation of several transfer learning algorithms

transfer-learning-library

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

transfer-tensorflow

A TensorFlow Library for Transfer Learning

transferlearning

CODE FOR DEEP TRANSFER LEARINING

triplet-loss-mnist

Triplet Loss 损失函数

tutorials

undaw

Unsupervised Domain Adaptation for Acoustic Scene Classification with Wasserstein Distance

urban-sound-classification

vggish

An inplementation of vggish in keras with tf backend