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rl_trading

An environment to high-frequency trading agents under reinforcement learning

scraper

web scraping

sentiment-analysis-in-event-driven-stock-price-movement-prediction

Use NLP to predict stock price movement associated with news

sgx-full-orderbook-tick-data-trading-strategy

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

stock-analysis-engine

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

stock-price-predictions

We compiled the analyst reports from Morningstar for 15 largest companies in retail and technology sector and extracted the specific text. Then extracteed sentiments using VADER general sentiment lexicon and through Loughran and MCdonald financial sentiment lexicon. S&P Capital IQ and Yahoo Finance was also our data source. We applied statistical modeling, both linear and logisitc regressions to predict the percentage change in the stock price from day of publication of report to 3 time periods and our model showed some sigificant results with over 95% accuracy and validated our hypothesis.

stock_analysis_for_quant

Different Types of Stock Analysis in Python, R, Matlab, Excel, Power BI

stocksight

Crowd-sourced stock analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

stocktrends

A python package to calculate trends in stocks using Renko, PnF, LineBreak etc

support_resistance

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

systematictradingexamples

Examples of code related to book www.systematictrading.org and blog qoppac.blogspot.com

td-ameritrade-client

TD Ameritrade Java Client

technical-indicators

Technical Indicators used in Stock Market Analysis

test-stock-prediction-algorithms

Use deep learning, genetic programming and other methods to predict stock and market movements

tf

tf_deep_rl_trader

Trading Environment(OpenAI Gym) + PPO(TensorForce)

trading-gym

This trading-gym is the first trading for agent to train with episode of short term trading itself.

trading-gym-1

A Trading environment base on Gym

tradinggym

Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

tradingstrategies

Trading Strategies using Quantiacs Toolbox

tulipy

Tulipy - Financial Technical Analysis Indicator Library (Python bindings for https://github.com/TulipCharts/tulipindicators)

tutorials

Jupyter notebook tutorials from QuantConnect website for Python, Finance and LEAN.

viraminer

CNN based classifier for detecting viral sequences among metagenomic contigs

wallstreet

Real time stock and option data.

weather-forecast-scraper

7-day weather information retrieved from National Meteorological Center (CMA)

wunderground-consumer

A c# web scraper to download meteorological data from Wunderground.

yahoo-finance-crawler

Crawl data from Yahoo! Finance

yahoofinance

Analyst Opinions, Estimates and Market data - Web Crawling