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dongzhixiang's Projects

minisom icon minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

pattern icon pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pgmpy icon pgmpy

Python Library for Probabilistic Graphical Models

py-optim icon py-optim

Gradient-based optimization algorithms in Python

rbm-dbn-mnist icon rbm-dbn-mnist

Restricted Boltzmann Machine and Deep Belief Network Implementation. Uses MNIST dataset as a demo.

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

scoop icon scoop

SCOOP (Scalable COncurrent Operations in Python)

sectorrotation icon sectorrotation

RF + GBM + ARIMA/NN Hybrid ensemble for predicting 6-month returns for the 9 sector ETFs plus IYZ

shogun icon shogun

The Shogun Machine Learning Toolbox (Source Code)

snownlp icon snownlp

Python library for processing Chinese text

stock icon stock

雪球股票讨论度与价格走势的关系

stocknews icon stocknews

A Python module for downloading stock related news

talib icon talib

A Go(lang) wrapper for TA-Lib

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