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minitorch

The full minitorch student suite.

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

nbdt-pytorch-image-models

Neural-Backed Decision Tree sample integration with pytorch-image-models

neural-backed-decision-trees

Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

neural-backed-decision-trees-nbdt-

Explainable ML

nlp-tutorials--

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

nonnegative-matrix-factorization

Musically Informed Audio Decomposition

note-meta-learning

李宏毅元学习笔记、MAML、meta learning有效原因

phmgnnbenchmark

this code library is mainly about applying graph neural networks to intelligent diagnostic and prognostic.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-tutorial

PyTorch深度学习快速入门教程（绝对通俗易懂！）

pytorchdocs

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

rotating-machine-fault-data-set

Open rotating mechanical fault datasets (开源旋转机械故障数据集整理)

simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

stable-diffusion

A latent text-to-image diffusion model

support-matrix-machine

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

the-ph.d.-journey-scenery

收录了若干读博中所遇到的问题和相关资料--赵超

transfer-learning-fault-diagnosis-pytorch--

A transfer learning fault diagnosis repository covering popular algorithms

transfer-learning-library

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

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

udtl

Source codes for the paper "Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study" published in TIM

udtl_lable_inconsistent

udtl_multi_domain

Unsupervised Deep Transfer Learning for Intelligent Fault Diagnosis: An Open Source and Comparative Study (multi_domain))

van-classification

waveletkernelnet

This is the code for WaveletKernelNet.

wind_turbine_scada_open_data

list of open data wind turbine data sets

wt-planetary-gearbox-dataset--

WT-planetary-gearbox-datasetst-刘东东