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seanahmad's Projects

sparkdeepmlpgadow30 icon sparkdeepmlpgadow30

A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib)

sphinx-quant icon sphinx-quant

一个基于vnpy,支持多账户,多策略,实盘交易,数据分析,分布式在线回测,风险管理,多交易节点的量化交易系统;支持CTP期货,股票,期权,数字货币等金融产品

sql icon sql

SQL codes written for fetching business data and basic analysis

sta2503 icon sta2503

For various examples and code for STA 2503: Applied Probability in Mathematical Finance

sta2536 icon sta2536

For code and snippets for STA 2536: Data Science for Risk Modeling

statarblmar icon statarblmar

Implemented a logistic mixture auto-regressive co-integration to model a mixture of random walk and mean-reverting process.

stochastic icon stochastic

Generate realizations of stochastic processes in python.

stock icon stock

Stock Market Prediction Using Unsupervised Features

stock-analysis-engine icon 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-market icon stock-market

Ideas, research, and models related to the stock market.

stock-market-prediction icon stock-market-prediction

An attempt to predict stock market volatility, return and trading volume of tech stocks using Semantic Vectors and Google Trends, which reflects real-time popularity of search terms

stock-market-predictor icon stock-market-predictor

A graph visualization for a set of twitter data used to get some statistics from graph features.

stock-prediction-models icon stock-prediction-models

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

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