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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

bayes-nn

Lecture notes on Bayesian deep learning

bearing_rul_predict

cmapss_lstm

deeplearning.ai

Some work of Andrew Ng's course on Coursera

denoisingautoencoders

dev-sidecar

开发者边车，github打不开，github加速，git clone加速，git release下载加速，stackoverflow加速

dtw

DTW (Dynamic Time Warping) python module

exponential_gbm

Simulations, models and parameter estimation procedures accompanying a research project on glioblastoma growth in mice.

generalize-unseen-domains-pytorch

PyTorch Implementation: Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018. Origin Tensorflow Implementation: https://github.com/ricvolpi/generalize-unseen-domains

gpo-ifac2014

Particle filter-based Gaussian process optimisation for parameter inference

hosts

镜像：https://coding.net/u/scaffrey/p/hosts/git

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

kernel_two_sample_test

A python implementation of the kernel two-samples test as in Gretton et al 2012 (JMLR).

lbp-dbn-face-recognition

使用LBP特征提取算法提取人脸特征，DBN网络来实现人脸识别，测试数据库ORL数据库，识别率可达90%以上

lstm-keras-cmapss

Using LSTM to predict Remaining Useful Life of CMAPSS Dataset

machinelearning

【火炉炼AI】-机器学习系列文章

ml-tool-wear

Anomaly detection on the UC Berkeley milling data set using a disentangled-variational-autoencoder (beta-VAE). Replication of results as described in my MASc thesis.

multi-task-learning-pytorch

PyTorch implementation of multi-task learning architectures, incl. MTI-Net (ECCV2020).

ner

命名体识别(NER)综述-论文-模型-代码(BiLSTM-CRF/BERT-CRF)-竞赛资源总结-随时更新

prognosticsalgorithmlibrary

pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch-tutorial

Build your neural network easy and fast

pytorch-xception

Simple Code Implementation of "Xception" architecture using PyTorch.

repo1

residualdensenetwork-pytorch

Pytorch implement: Residual Dense Network for Image Super-Resolution

rulclipper

RULCLIPPER algorithm for similarity based prognostics with few parameters and using computational geometry

sequenceprediction

Pytorch 实现RNN、LSTM、GRU模型