203 Open source projects that are alternatives of or similar to StockMarketML

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Unsupervised Learning to Market Behavior Forecasting Example

Attempt to predict future stock prices based on Google Trends data.

Example of order book modeling.

Uses Deep Convolutional Neural Networks (CNNs) to model the stock market using technical analysis. Predicts the future trend of stock selections.

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 forecasts stock prices of the next seven days for any given stock under NASDAQ or NSE as input by the user. Predictions are made using three algorithms: ARIMA, LSTM, Linear Regression. The Web App combines the predicted prices of the next seven days with the sentiment analysis of tweets to give recommendation whether the price is going to rise or fall

A C++ stock market algorithmic trading bot

Fully Automated IG Trading

Stock Market Analysis and Prediction is the project on technical analysis, visualization and prediction using data provided by Google Finance.

Stocktwits market sentiment analysis in Python with Keras and TensorFlow.

Programs for stock prediction and evaluation

Automatic trading bot (WIP)

🤖 Predict the stock market with AI 用AI预测股票市场

A stock portfolio manager that provides neural net based short-term predictions for stocks and natural language processing based analysis on community sentiments.

Stock for Deep Learning and Machine Learning

Stock market analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading." In Findings of ACL2021

A Python Module That Uses ANN To Predict A Stocks Price And Also Provides Accurate Technical Analysis With Many High Potential Implementations!

Interactive Brokers - TWS API simplified client

JavaScript examples to help you with accessing market data from https://www.alphavantage.co/

An Insomnia Workspace for Alpaca API

B3Provider is static and market data feeder for instruments traded at B3 Stock Exchange (former Bm&F Bovespa) Brazil.

An attempt to predict next day's stock price movements using sentiments in tweets with cashtags. Six different ML algorithms were deployed (LogReg, KNN, SVM etc.). Main libraries used: Pandas & Numpy

Stock data analysis

Stock Market Predictor with LSTM network. Web scraping and analyzing tools (ohlc, mean)

Alpaca algo stock trading bot

Command line tool and API for retrieving stock market data from Alpha Vantage

R Shiny app to compare the relative performance of cryptos and equities.

The best Yahoo Finance library with the power of Swift

⚠️ Deprecated, see https://github.com/piquette/qtrn ⚠️

Python program that rates stocks out of 100 based on valuation, profitability, growth, and price performance metrics, relative to the company's sector.

Python library for getting real-time Mutual Funds data in India

Let Python optimize the best stop loss and take profits for your TradingView strategy.

Alpha Vantage PHP Client

Application that calculates the key values from financial statements of publicly traded companies

Pure terminal stock ticker for Windows.

Python client for Finnhub API

A Python-based stock screener to find stocks with potential breakout probability from NSE India.

📊 Python Flask game that consolidates data from Nasdaq, allowing the user to practice buying and selling stocks.

IQFeed.CSharpApiClient is fastest and the most well-designed C# DTN IQFeed socket API connector available

Python Library to get historical, adjusted data and generate trailing returns of stocks and indices on the NSE

Python interface to IEX and IEX cloud APIs

Trading Algorithm by XGBoost

Intrinio Python SDK for Real-Time Stock Prices

Stock Price Predictor

A handy tool for screening stocks based on certain criteria from several markets around the world. The list can then be delivered to your email address (one-off or regularly via crontab).

The implementation of LSTM in TensorFlow used for the stock prediction.

Download Bovespa Stock Market fundamentals with Python.

📊 Python tool to scrape real-time information about ETFs from the web and mixing them together by proportionally distributing their assets allocation

Small package that helps to find support and resistance levels and plot them on chart

Stock trading algorithm written in Python for TD Ameritrade.

Stock market watchlist made with Flutter

Stock market forecasting using the ARIMA model.

Interactive app to monitor market using Python

Using very simple code to compute indicator of stock\crytocurrency. For example, MA(C, 5) means average closed-price for last 5 days.

Stock market helper: financial data, multipliers (PE, PS, PEG etc), insider selling, debt and short volume charts from various sources. All in one place!

A practice project for machine learning and stop price prediction

Application and data for analyzing and structuring portfolios for climate investing.

深度学习与股票分析预测

A virtual trading website to practice trading stocks using virtual money.