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audiosignalprocessingforml

Code and slides of my YouTube series called "Audio Signal Proessing for Machine Learning"

bmz_cpp_learning

c-resource

黑马程序员匠心之作|C++教程从0到1入门编程

calce

锂电池数据集 CALCE

carnd-lanelines-p1

Lane Finding Project for Self-Driving Car ND

cnn-astlstm

Code for paper "An end-to-end neural network framework for SOH estimation and RUL prediction of lithium battery"

deep-learning-audio-application-from-design-to-deployment

Code and slides for the "Deep learning (audio) application: From design to deployment" tutorials.

deeplearningforaudiowithpython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analy

hands_on_ml_with_sklearn_and_tf

OReilly Hands On Machine Learning with Scikit Learn and TensorFlow (Sklearn与TensorFlow机器学习实用指南)

mimii_baseline

A baseline sample code of anomaly detection for MIMII Dataset

python_for_data_analysis_2nd_chinese_version

《利用Python进行数据分析·第2版》

python_project

pytorchforaudio

Code for the "PyTorch for Audio + Music Processing" series on The Sound of AI YouTube channel.

soh_estimation_of_lithium-ion_battery

State of health (SOH) prediction for Lithium-ion batteries using regression and LSTM

sound-anomaly-detection-with-autoencoders

MIMII Sound Anomaly Detection with AutoEncoders