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jennyhsiao's Projects

pydaal-getting-started icon pydaal-getting-started

Introduction and tutorials for using PyDAAL, i.e. the Python API of Intel Data Analytics Acceleration Library

pykiteconnect icon pykiteconnect

The official Python client library for the Kite Connect trading APIs

scikit-multiflow icon scikit-multiflow

A multi-output/multi-label and stream data framework. Inspired by MOA and MEKA, following scikit-learn's philosophy.

sklearn-deap icon sklearn-deap

Use evolutionary algorithms instead of gridsearch in scikit-learn

sparkdeepmlpgadow30 icon sparkdeepmlpgadow30

A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

supylearner icon supylearner

An implementation of the SuperLearner algorithm in Python based on scikit-learn.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

wavelet-denoising icon wavelet-denoising

A script to use the PyWavelet library to perform denoising on a signal using a multi-level signal decomposition using a discrete wavelet transform.

wsae-lstm icon wsae-lstm

implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)

xcessiv icon xcessiv

A web-based application for quick, scalable, and automated hyperparameter tuning and stacked ensembling in Python.

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