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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

audio_feature

extracting feature from audio

audiosignalprocessing

Code Snippets from Audio Signal Processing for Machine Learning playlist by Valerio Velardo - The Sound of AI in Youtube

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

functions-python-data-cleaning-pipeline

Using Python for Azure Functions to clean and preprocess data using pandas through a Blob and Event grid messaging pipeline

functions-python-time-series-forecasting

Time Series Forecasting using Python on Azure Functions

godemo

Golang Demonstrations

informer2020

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

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

sas-global-forum-2021

Code, notebooks and examples that accompany papers and presentations from SAS Global Forum 2021

slapthatlikebutton-testingstarterproject

A starter project to show how to set up and use automated testing in Python

training-data-analyst

Labs and demos for courses for GCP Training (http://cloud.google.com/training).

transformer-structure