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python-cheatsheet

Comprehensive Python Cheatsheet

python-for-matlab-development

Source Code for 'Python for MATLAB Development' by Albert Danial

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

pythonbeginnertutorial

pythontools

A set of python tools I've used to facilitate analysis of data generated via the IMHD or HPS magnetohydrodynamics simulation software

pytorch-cnn-for-rul-prediction

PyTorch implementation of CNN for remaining useful life prediction. Inspired by Babu, G. S., Zhao, P., & Li, X. L. (2016, April). Deep convolutional neural network-based regression approach for estimation of remaining useful life. In International conference on database systems for advanced applications (pp. 214-228). Springer, Cham.

pytorch-forecasting

Time series forecasting with PyTorch

pytorch-lstm-for-rul-prediction

PyTorch implementation of remaining useful life prediction with long-short term memories (LSTM), performing on NASA C-MAPSS data sets. Partially inspired by Zheng, S., Ristovski, K., Farahat, A., & Gupta, C. (2017, June). Long short-term memory network for remaining useful life estimation.

pytorch-transformer-for-rul-prediction

Transformer implementation with PyTorch for remaining useful life prediction on turbofan engine with NASA CMAPSS data set. Inspired by Mo, Y., Wu, Q., Li, X., & Huang, B. (2021). Remaining useful life estimation via transformer encoder enhanced by a gated convolutional unit. Journal of Intelligent Manufacturing, 1-10.

pytorch-wavelet-toolbox

Differentiable fast wavelet transforms in PyTorch with GPU support.

pytorch_model

wirte simple models by pytorch,such as lstm/gru/bilstm

pytorch_online_plotter

Online meter ploter for pytorch. Real time ploting Accuracy, Loss, mAP, AUC, Confusion Matrix

pytorch_wavelets

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

pyts

A Python package for time series classification

pywt

PyWavelets - Wavelet Transforms in Python

pywxfades

Python Weather Forecast Analysis and Display for Ensemble Systems

qgmhd

Quasi-Geostrophic Magnetohydrodynamics

query-selector

LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION

query-selector-classification

LONG-TERM SERIES FORECASTING WITH QUERYSELECTOR – EFFICIENT MODEL OF SPARSEATTENTION

rail-fault-detection-cnn

Classifying images of railtracks as unfaulty or fauly using transfer learning with MobileNetV2

rain-fall_data_analysis_using_data_science

Context Rainfall is very crucial things for any types of agricultural task. Climate related data is important to

random-forest

Random Forest and Multiple Linear Regression Models

ranking-ml-feature-selection

Rank and visualize machine learning and feature selection approaches on Software Fault and Maintenance Effort

realtimeplotters

A collection of some quick real time plotting scripts for event analysis.

realxyzdata_from_fgmdata

Procedures to obtain XYZ cartesian geomagnetic components from flux-gate magnetometer measures (on Earth's observatories)

recurrent-neural-network-with-pytorch

Ada beberapa model seperti RNN, LSTM, GRU, dan Bidirectional LSTM/ GRU. Salah satu project saya berkaitan dengan data Time Series dari data prediksi temperatur cuaca harian menggunakan metode LSTM, GRU, dll.

regression-and-missing-value-imputation

Missing value imputation using KNN.

regression_forest

Random regression forests for audio event detection

renewable-energy-prediction

This is my thesis work on renewable energy detection which compares state of art models using Machine Learning and Deep Learning adapted from multivariate time series weather data

resinversion

Geoelectrical resistivity inversion