luoxiaoyu828 Goto Github PK

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

calculate_bp_lp

Calculate the Latitude and Longitude of the Sunspot of Hand-Drawn Record

calculate_melocalur_clump_mass

clump-visualization-tool

Tool to classify clumps vs non clumps

core_ui

deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

diou-nms-tensorflow2

efficientdet-tensorflow2

A Tensorflow2.x implementation of EfficientDet

flat-fielding-of-solar

In this paper, a new algorithm is proposed to determine the flat field. The idea is to change the criterion of gain estimate from SSE to the maximum correntropy. The result of a test on simulated data demonstrates that our method has a higher accuracy and a faster convergence than KLL’s and Chae’s.

journals-of-prognostics-and-health-management

智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）

ldc-mgm

Molecular Clump extraction algorithm based on Local Density Clustering*

ldc_mgm-matlab

local density clustering matlab code

luoxiaoyu828

Config files for my GitHub profile.

ncopt

Python implementation of the SQP-GS algorithm for nonsmooth, nonconvex constrained optimization

papers

Some papers that have been of great help in my work, especially in the fields of ML and DL.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

reproducible-image-denoising-state-of-the-art

Collection of popular and reproducible image denoising works.

shreshthtuli

ss-3d-clump

The authors propose a SS-3D-Clump model that combines deep learning features with the Constrained seed KMeans algorithm to verify clump candidates detected by the ClumpFind algorithm.

starlink

Starlink Software Collection

tensor_voting

tensorflow_fits

Load FITS files into tf.data.Dataset

yolov3_in_tf2_keras

tf2-keras implement yolov3