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fastai

The fastai deep learning library

few-shot

Repository for few-shot learning machine learning projects

fgpaa

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection

gmfe

Generalized Multiscale Feature Extraction for Remaining Useful Life Prediction of Bearings with Generative Adversarial Networks

hands-on-tensorboard-for-pytorch-developers

Hands-On TensorBoard for PyTorch Developers, Published by Packt

hub

Submission to https://pytorch.org/hub/

iccv2021-papers-with-code

ICCV 2021 论文和开源项目合集

ieee-etfa2020-paper

Machine Learning Based Unbalance Detection of a Rotating Shaft Using Vibration Data

keras

Deep Learning for humans

keras-oneshot

koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras

learn2learn

A PyTorch Library for Meta-learning Research

limited-data-rolling-bearing-fault-diagnosis-with-few-shot-learning

This is the corresponding repository of paper Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning

lstm-attention

Attention-based bidirectional LSTM for Classification Task (ICASSP)

lstm_attention

attention-based LSTM/Dense implemented by Keras

machine_learning_python

通过阅读网上的资料代码，进行自我加工，努力实现常用的机器学习算法。实现算法有KNN、Kmeans、EM、Perceptron、决策树、逻辑回归、svm、adaboost、朴素贝叶斯

mechanical-datasets

mechanical-fault-diagnosis-based-on-deep-learning

CNN for mechanical fault diagnosis

metafd

The source codes of Meta-learning for few-shot cross-domain fault diagnosis.

mmfewshot

OpenMMLab FewShot Learning Toolbox and Benchmark

models

Models and examples built with TensorFlow

multi-scale-1d-resnet

pytorch code of multi scale 1d resnet, we hope it will help your research

netron

Visualizer for neural network, deep learning, and machine learning models

neural-component-analysis

This repository is mainly to show the source code of neural component analysis.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

omniglot

Omniglot data set for one-shot learning

python-100-days

Python - 100天从新手到大师

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-beginner

pytorch tutorial for beginners

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)