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Akshare ⭐ 8,269

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

Pybroker ⭐ 1,455

Algorithmic Trading in Python with Machine Learning

Finance ⭐ 1,317

150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

Alphapy ⭐ 1,003

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

Machinelearningstocks ⭐ 851

Using python and scikit-learn to make stock predictions

Reddit Hyped Stocks ⭐ 269

A web application to explore currently hyped stocks on Reddit

Reddit Sentiment Analysis ⭐ 203

This program goes thru reddit, finds the most mentioned tickers and uses Vader SentimentIntensityAnalyzer to calculate the ticker compound value.

Dash Stock Tickers Demo App ⭐ 123

Dash Demo App - Stock Tickers

Sup Res ⭐ 121

A great companion for finding key support and resistance levels on financial charts, cryptocurrencies.

Stock Prediction ⭐ 81

Smart Algorithms to predict buying and selling of stocks on the basis of Mutual Funds Analysis, Stock Trends Analysis and Prediction, Portfolio Risk Factor, Stock and Finance Market News Sentiment Analysis and Selling profit ratio. Project developed as a part of NSE-FutureTech-Hackathon 2018, Mumbai. Team : Semicolon

The Sparks Foundation ⭐ 68

📌 This repo. Contains Basic - Advance level Machine learning / business analysis Projects. 👨‍💻

Algorithmic Trading ⭐ 46

Algorithmic trading using machine learning.

Okama Dash ⭐ 46

Python financial widgets with okama and Dash (plotly)

Time Series Transformer ⭐ 44

A data preprocessing package for time series data. Design for machine learning and deep learning.

Rusquant ⭐ 39

Official version of rusquant package for R

Financial Web Scraper & Sentiment Classifier

A cli tool to streamline financial markets data analysis 🔧

Polygonsdk ⭐ 26

POLYGON.IO TOOL-KIT for real time market analysis

Stock Option Analytics ⭐ 21

Stocks and options picking. Tries to contain predictive analytics, recommendations, and calculators.

Tutorials ⭐ 19

Machine Learning Tutorials & Fundamentals

Trading_sim ⭐ 19

📈📆 Backtest trading strategies concurrently using historical chart data from various financial exchanges.

Stock News Sentiment Analysis ⭐ 18

This program uses Vader SentimentIntensityAnalyzer to calculate the news headline overall sentiment for a stock

Data_science_portfolio ⭐ 16

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

Forecast Of Time Series With Stock Data ⭐ 16

Comparative Analysis of Techniques for Forecasting Time Series in Financial Markets

Casabourselib ⭐ 10

Like yfinance for Moroccan stocks

Predicting The Closing Stock Price Of Apple Using Lstm ⭐ 10

In this project we will be looking at data from the stock market, particularly some technology stocks. We will learn how to use pandas to get stock information, visualize different aspects of it, and finally we will look at a few ways of analyzing the risk of a stock, based on its previous performance history.

Final Year Machine Learning Stock Price Prediction Project ⭐ 9

Final Year B.tech Project on Machine Learning Stock Prediction through Deep Learning

Stock_market ⭐ 8

Machine Learning for Trading

Dash Stock Price Prediction ⭐ 7

Visualising stock price predictions for several Machine Learning models using DASH, Python

Compare My Stocks ⭐ 6

A system for visualizing interesting stocks. Has powerful comparison capabilities and works seamlessly with your jupyter notebook. Written in QT with matplotlib.

Twitter_mood_predicts_the_stock_market ⭐ 5

a project for the class Introduction to Data Science

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