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jingmouren's Projects

stock-selection-a-framework icon stock-selection-a-framework

This project demonstrates how to apply machine learning algorithms to distinguish "good" stocks from the "bad" stocks.

stock-trading-ml icon stock-trading-ml

A stock trading bot that uses machine learning to make price predictions.

stock.ai icon stock.ai

This project tries to use AI, specifically reinforcement learning, to manage a stock portfolio. The objective is to be practical. So this is not only a demo of AI application in investment. This project is still at its early days. I will try to complete it in 1 year.

stock2vec icon stock2vec

Embedding stocks to vectors based on the price history

stock_cnn_blog_pub icon stock_cnn_blog_pub

This project is a loose implementation of paper "Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach"

stockchart icon stockchart

StockChart是一款高扩展性、高性能的股票图开发库,轻松完成各种子图的组合,还能灵活的定制自己的子图满足复杂的业务需求。

stockholm icon stockholm

一个股票数据(沪深)爬虫和选股策略测试框架

stocknet-code icon stocknet-code

Code for stock movement prediction from tweets and historical stock prices.

stocknet-dataset icon stocknet-dataset

A comprehensive dataset for stock movement prediction from tweets and historical stock prices.

stockpredictionai icon stockpredictionai

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 Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

stocks-pattern-analyzer icon stocks-pattern-analyzer

This tool should help discover different patterns based on similarity measures in historical (financial) data

stockstats icon stockstats

Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.

stpm_anomaly_detection icon stpm_anomaly_detection

Unofficial pytorch implementation of Student-Teacher Feature Pyramid Matching for Unsupervised Anomaly Detection

stream-learn icon stream-learn

The stream-learn is an open-source Python library for difficult data stream analysis.

stride icon stride

Solver for Large-Scale Rank-One Semidefinite Relaxations

string-embed icon string-embed

😆 string embed for fast edit distance computation, codes for [Convolutional Embedding for Edit Distance (SIGIR 20)](https://arxiv.org/abs/2001.11692).

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