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alexfang0214sh's Projects

realtime_pyaudio_fft icon realtime_pyaudio_fft

Realtime audio analysis in Python, using PyAudio and Numpy to extract and visualize FFT features from streaming audio.

rise icon rise

RISE: "Live" Reveal.js Jupyter/IPython Slideshow Extension

river-monitoring-system icon river-monitoring-system

The project involves the approach of the Internet of Things (IoT) which will be done using a microcontroller. We are using customized sensor’s node for monitoring the parameters of water like pH, turbidity, temperature, oxidation-reduction potential, Dissolved Oxygen, industrial wastes, hospital waste etc.

scikit-opt icon scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

scipy_ode icon scipy_ode

Collaboration repository for redesigning scipy ODE solvers

simpeg icon simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

simupy icon simupy

A framework for modeling and simulating dynamical systems

sparkml icon sparkml

spark 机器学习:利用jupyter工作来讲解算法原理并运行相关例子

spinereconstruction icon spinereconstruction

Simple scripts to reconstruct 3D objects from images based on Chan-Vese Segmentation and Marching Cube algorithm.

stockprediction icon stockprediction

Uses LSMT Neural Network to predict the stock price of a given company using its Yahoo Finance's stock prices for the last n days.

swmm_mpc icon swmm_mpc

Python package for model predictive control (MPC) for EPASWMM5 models

texthero icon texthero

Text preprocessing, representation and visualization from zero to hero.

tfx icon tfx

TFX is an end-to-end platform for deploying production ML pipelines

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