HCY's repositories
sktime
A unified framework for machine learning with time series
pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
cvxpy
A Python-embedded modeling language for convex optimization problems.
PlatEMO
Evolutionary multi-objective optimization platform
tftb
A Python module for time-frequency analysis
emitter-detection-book
MATLAB code companion to Emitter Detection and Geolocation for Electronic Warfare (Artech House, 2019)
emitter-detection-python
This repository is a port of the MATLAB software companion to Emitter Detection and Geolocation for Electronic Warfare, by Nicholas A. O'Donoughue, Artech House, 2019.
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
awesome-radar-perception
A curated list of radar datasets, detection, tracking and fusion
An-Introduction-to-Statistical-Learning
This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.
doatools.py
A simple library for theoretical research on direction-of-arrival (DOA) estimation in array signal processing.
Deep-Learning-Based-Radio-Signal-Classification
Final Project for AI Wireless
tdoa-evaluation-rtlsdr
Matlab Scripts for Evaluation of a TDOA System based on RTL-SDRs
lihang-code
《统计学习方法》的代码实现
MUSIC-and-ESPRIT-Algorithms
This repository contains the implementations of the MUSIC and ESPRIT algorithms, which can be used for super-resolution spectral analysis.
TDOA-estimated-by-Kmeans
To estimate TDOA by Kmeans , and then use the LCMV-GSC to do speech enhancement or BSS.
scikit-learn-tips
:robot::zap: Daily scikit-learn tips
DTWSpeech
A simple application of DTW Algorithm in isolate word speech recognition.
DAE4mulDOA
Fast DoA estimation of multiple targets using a Denoising Autoencoder and sparse arrays
Sound_Localization_Algorithms
Classical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
Microphone-sound-source-localization
:microphone: Microphone sound source localization by SRP-PHAT and others numerical methods.（基于SRP-PHAT的麦克风声源定位）
Transmitter-Localization
MATLAB simulator for comparing two collaborative algorithms for position and velocity estimation of a source of interference. Final Degree Project for Telecommunications Systems Engineering.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
deepLearningBook-Notes
Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
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.
gcc-nmf
Real-time GCC-NMF Blind Speech Separation and Enhancement
tutorial
Deeplearning Algorithms Tutorial
ThinkDSP
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
pycraf
pycraf is a package that provides functions and procedures for various tasks in spectrum-management compatibility studies.
Seeing-Theory
A visual introduction to probability and statistics.