mandyherochen
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A project to forecast Stock market prices most efficiently
Attempt to reproduce the results of the article "Predicting Chinese Commodity Futures Price: An EEMD-Hurst-LSTM Hybrid Approach"
EEMD、LSTM、time series prediction、DO、Deep Learning
Stock Market Prediction Web App based on Machine Learning and Sentiment Analysis of Tweets (API keys included in code). The front end of the Web App is based on Flask and Wordpress. The App forecas…
Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis
experiments with pair trading
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归
This project is to apply Copula Function to pair trading strategy both in American stock market.
Multivariate data modelling with Copulas in Python
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Advers…
Stock Price Prediction using CNN-LSTM
The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using transaction data from the Limit Order Book (LOB).
List of papers, code and experiments using deep learning for time series forecasting
基于KNN聚类算法结合Dynamic Time Warping（动态时间调整）的时间序列分类
Analysis of Stock Market for Apple, Amazon, Google & Microsoft
For trading. Please star.
FinRL: Financial Reinforcement Learning. 🔥
Contains all code related to using HMMs to predict stock market prices.
A tensorflow implementation of an HMM layer
An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk
Implemented Recurrent Neural Networks in Keras with candlestick stock price information to predict future price movement.
A Streamlit based application to predict future Stock Price and pipeline to let anyone train their own multiple Machine Learning models on multiple stocks to generate Buy/Sell signals. This is a WI…
Use BPNN and LSTM to forecast stock price. 使用BP神经网络和LSTM预测股票价格，注释拉满。