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Stock Prediction Models ⭐ 6,233

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

Pandas Ta ⭐ 4,337

Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators

Financedatabase ⭐ 2,600

This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Stock_analysis_for_quant ⭐ 1,483

Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau

Trademaster ⭐ 912

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning 🔥 ⚡ 🌈

Simplestockanalysispython ⭐ 269

Teaches step-by-step to analysis stock data in python.

Alpha Mind ⭐ 193

quantitative security portfolio analysis. The analysis pipeline including data storage abstraction, alpha calculation, ML based alpha combining and portfolio calculation.

Stock Market Analysis And Prediction ⭐ 176

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

Compendium ⭐ 171

The Greatest Collection of anything related to finance and crypto

Stock Market Scraper ⭐ 104

Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)

Robinhood Portfolio ⭐ 83

DEPRECATED. Portfolio analyzer for Robinhood accounts

Marketgan ⭐ 78

Implementing a Generative Adversarial Network on the Stock Market

Pyastrotrader ⭐ 69

Machine Learning + Financial Markets + Astrology = A Match made in Heaven

Price Forecaster ⭐ 69

Forecasting the future prices of BTC and More using Machine and Deep Learning Models

在A股(股票)市场上训练强化学习交易智能体

Predicting the stock market with sentiment analysis and LSTM techniques

Stock Market Prediction Using Natural Language Processing ⭐ 48

We used Machine learning techniques to evaluate past data pertaining to the stock market and world affairs of the corresponding time period, in order to make predictions in stock trends. We built a model that will be able to buy and sell stock based on profitable prediction, without any human interactions. The model uses Natural Language Processing (NLP) to make smart “decisions” based on current affairs, article, etc. With NLP and the basic rule of probability, our goal is to increases the accu

Pytrader ⭐ 45

An open source trading bot to leverage machine learning in the stock market

Stock Screener ⭐ 45

A collection of notebooks I used in my Medium articles.

Capstone Project ⭐ 38

Predicting stock market movement with EDA and Keras

Stockmarketml ⭐ 32

Predicting stocks with ML.

Trading Strategies In Emerging Markets Coursera ⭐ 28

Design your own Trading Strategy

Stock Market Analysis ⭐ 27

Exploratory analysis, visualization of stock market data along with predictions made on it using different techniques.

Nse Stock Scanner ⭐ 24

National Stock Exchange (NSE), India based Stock screener program. Supports Live Data, Swing / Momentum Trading, Intraday Trading, Connect to online brokers as Zerodha Kite, Risk Management, Emotion Control, Screening, Strategies, Backtesting, Automatic Stock Downloading after closing, live free day trading data and much more

Quantinvest ⭐ 24

cnvar.cn及个人微信公众号【QuantInvest】里面提及的编程代码, 对股票各种研究和折腾分析A股市场的各种现象和投资机会，涉及编程、股票模型、分析研究、杂谈等，代码是p notebook展示。

Cryptocurrency_investment_analysis_and_modeling ⭐ 23

Machine learning regression algorithm on cryptocurrency stock price for the next 30 days.

Quantitavefinanceexamplespy ⭐ 23

Financial analysis, algorithmic trading, portfolio optimization examples with Python (DISCLAIMER - No Investment Advice Provided, YASAL UYARI - Yatırım tavsiyesi değildir).

Netsci Project ⭐ 22

Network Analysis for Financial Markets

Business Valuation With Discounted Cash Flow In Python ⭐ 21

Stocks and Assets Valuation via Discounted Cash Flow with Python

Neuroevolutionmarkettrader ⭐ 19

Neuro evolution agent to buy and sell stocks atumatically

Stock_price_4_fun ⭐ 17

Mrzaizai2k Stock Assistant Bot: Your all-in-one stock analysis companion. Calculate payback time, find support/resistance, and receive market warnings.

Rlstocks ⭐ 16

Attempts to learn reinforcement learning on the stock market

Ai For Trading Notes ⭐ 16

My personal notes for Udacity's AI for Trading Nanodegree

Simplestockanalysisr ⭐ 12

Tutor step-by-step on how to analyze stock data using the R language.

Finding Alpha With Ai ⭐ 12

A 3 part series of Jupyter notebooks to help one find alpha in the stock market with AI

Optimizing Stock Trading Strategy With Reinforcement Learning ⭐ 11

This project is a part of my Data Science Internship at Technocolabs Softwares.

Stock_price_forecasting_hybrid_model ⭐ 11

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

Stock Market Predictions ⭐ 10

Predicting the stock market opening values using Deep learning's Model Recurrent Neural Networks which is a very powerful model.

Trading Sp500 ⭐ 10

A case study in betting on the S&P 500 using the Kelly criterion

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.

Timeseriesgan ⭐ 9

GANs for Time series analysis (Synthetic data generation, anomaly detection and interpolation), Hypertuning using Optuna, MLFlow and Databricks

Portfolio_analysis ⭐ 8

A loose collection of scripts for technical investing/trading with focus on data scraping, back testing & results generation.

Ddpg Portfolio Management ⭐ 7

Build DDPG models and test on stock market

Ultimate Stock Machine Learning Training Dataset ⭐ 7

Algo Trading - Notebooks: Start to End of Algo Trading Development. Data:Stocks up till 2019 with all daily close data.

NN models designed to analyze and predict stock market from any stock data given

Insightifi ⭐ 7

Python-Powered Insight into Finance: Exploring the Tehran Stock Exchange. 📈

Trading Gymnasium ⭐ 7

OpenAI gym environments for training RL Agents on @OpenBB-finance Data

Ceo Tweets Analysis Natural Language Processing ⭐ 7

Analyzed the impact of CEO tweets on stock market and made recommendations to make them more influential

Portfolio_class ⭐ 6

Repository destinated to the Portfolio and Equity auxiliary classes. Suggestions, observations and collaborations are always welcome!

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.

Notebooks_invest ⭐ 6

Analyze historical market data using Jupyter Notebooks

Historical Market Data From Zerodha ⭐ 6

This repository contains Python code to Download Historical Stocks data and Intraday Options data without any cost, Extraction from Zerodha.com

Cryptocurrency_market_prediction ⭐ 6

Time Series based analysis of cryptocurrency prediction using deep learning models

Nifty 500 Live Sentiment Analysis ⭐ 6

Live Sentiment Analysis dashboard of NIFTY 500 universe of stocks using plotly and streamlit

Here both the slides and demos of my session "Deep learning from zero to hero" (in italian language) at Pycon9

Stock Market Prediction Clustering ⭐ 5

Using Stock Market data and Multiple Clustering Algorithm to predict best approach

Stock Analysis ⭐ 5

Identify patterns in Stock Market for Day Trading

Udacity Mlnd Project 5 Capstone ⭐ 5

Using machine learning to predict the directionality of the S&P500 Stock Market Index

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