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tdl77's Projects

vibration-based-fault-diagnosis-with-low-delay icon vibration-based-fault-diagnosis-with-low-delay

Python codes “Jupyter notebooks” for the paper entitled "A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay, IEEE Trans. on Instrumentation and Measurement, Aug. 2022. Techniques used: Wavelet Packet Transform (WPT) & Fast Fourier Transform (FFT). Application: vibration-based fault diagnosis.

vitst icon vitst

[NeurIPS 2023] The official repo for the paper: "Time Series as Images: Vision Transformer for Irregularly Sampled Time Series"."

vizro icon vizro

Vizro is a toolkit for creating modular data visualization applications.

waterfall icon waterfall

An easy to use waterfall chart function for Python

whittaker-eilers icon whittaker-eilers

A sparse matrix implementation of Whittaker-Eilers smoothing and interpolation

xam icon xam

:dart: Personal data science and machine learning toolbox

xgbfi icon xgbfi

XGBoost Feature Interactions & Importance

xgbfir icon xgbfir

XGBoost Feature Interactions Reshaped

xgboostlss icon xgboostlss

An extension of XGBoost to probabilistic modelling and prediction

yandex-data-analysis icon yandex-data-analysis

Репозиторий учебных проектов из Яндекс Практикум "Аналитик данных"

yandex-practicum-ds-plus icon yandex-practicum-ds-plus

Учебные проекты, выполненные во время прохождения расширенного курса "Специалист Data Science +"

youtube-blog icon youtube-blog

Codes to complement YouTube videos and blog posts on Medium.

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