alexfang0214sh,github

circuitpython_edgebadge_audio_spectrum_waterfall_display

Audio spectrum display for the Adafruit edge badge, using a custom FFT in circuit python!

classificaio

This repository contains ClassificaIO, a Python package that provides a graphical user interface (GUI) for machine learning algorithms from scikit-learn.

cnn-bilstm-attention-time-series-prediction_keras

CNN+BiLSTM+Attention Multivariate Time Series Prediction implemented by Keras

code

Gaussian Processes for parameter estimation in Ordinary Differential Equations

computer-vision-basics-with-python-keras-and-opencv

Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python.

covid-social-distancing-detection

Personal social distancing detector using Python, a Tensorflow model and OpenCV

d2d

a modeling environment tailored to parameter estimation in dynamical systems

dash

Analytical Web Apps for Python, R, Julia, and Jupyter. No JavaScript Required.

data-validation

Library for exploring and validating machine learning data

dataset-analysis-using-pso-pyswarms-library

dataset analysis using PSO pyswarms library

deap

Distributed Evolutionary Algorithms in Python

decisiontrees

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

decisiontrees-1

A python implementation of the CART algorithm for decision trees

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc. 一些机器学习、深度学习等相关话题的书籍。

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)