hsharifi7 Goto Github PK

abides

ABIDES: Agent-Based Interactive Discrete Event Simulation

assess_learners_ml4t

Assess DT/RT/Bag Learners for Machine Learning for Trading Class

behavior-mentalhealth

behavioral-mentalhealth-proposal

cs7646ml4t

dr.-semmelweis-and-the-discovery-of-handwashing

Analyzing the data that made Semmelweis discover the importance of handwashing.

dr.-semmelweis-and-the-discovery-of-handwashing-python

Re-analyse the data behind one of the most important discoveries of modern medicine: hand washing.

exploring-67-years-of-lego

exploring-the-bitcoin-cryptocurrency-market

Exploring the market capitalization of Bitcoin and other cryptocurrencies

exploring-the-kaggle-data-science-survey

what tools and languages kaggle users use in their day-to-day work.

gt-mgt6203

gt-mgt8803

isye-6740

machine-learning-for-trading

Machine learning techniques learned during CS 7646 applied to trading.

machine_learning_for_trading_cs7646

Georgia Tech OMCS CS7646 Assignment files

ml4t

ml4t_2019spring

ml_trading_assess_learners

machine learning trading algorithms: implement and compare decision tree learner, a random tree learner, and a bootstrap aggregating learner

ml_trading_defeat_learners

machine learning algorithms for trading: implement linear regression and decision tree learners and generate data sets that work better for linear regression and those that work better for decision trees

na-ve-bees-image-loading-and-processing

Load, transform, and understand images of honey bees and bumble bees in Python.

predicting-credit-card-approvals

Build a machine learning model to predict if a credit card application will get approved.

risk-and-returns

Risk and Returns/ The Sharpe Ratio

statistical-learning-with-r

stocktradingstrategy

the-android-app-market-on-google-play

Load, clean, and visualize scraped Google Play Store data to understand the Android app market.

the-hottest-topics-in-machine-learning

Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.

the-impact-of-climate-change-on-birds

We will model the Scottish crossbill (Loxia scotica). The Scottish crossbills is a small bird that inhabits the cool Scottish forests and feeds on pine seeds. Only ~ 20,000 individuals of this species are alive today.

trading-strategy

Generate trading orders (BUY, SELL, NOTHING) using technical orders' rules based on historical data. Manual Strategy uses my modest intuition to find the optimal policy. QLearnerStrategy uses Machine Learning (QLearning algorithm) to find the optimal policy: four indicators are discretized to generate each state.

tv-halftime-shows-and-the-big-game

Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.

who-is-drunk-and-when-in-ames-iowa