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46 search results found

Machine Learning For Trading ⭐ 9,469

Code for Machine Learning for Algorithmic Trading, 2nd edition.

Pyportfolioopt ⭐ 3,936

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Financepy ⭐ 1,711

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

Stock_analysis_for_quant ⭐ 1,483

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

Sgx Full Orderbook Tick Data Trading Strategy ⭐ 1,151

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

Quantitative Notebooks ⭐ 233

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

Mstables ⭐ 158

MorningStar.com scraper that consolidates tens of thousands of financial records into a SQLite relational database. Class 'dataframes' easily converts the SQLite data into pandas DataFrames (see Jupyter notebook for examples)

Stockperformanceclassification ⭐ 113

Keras 1D CNN on Azure ML Workbench to classify 4 week stock performance based on text in public earnings statements

Tutorial ⭐ 80

Replication of Time Series Momentum strategy by Moskowtiz, Ooi, Pedersen, 2011.

Bankroll ⭐ 29

Ingest portfolio and other data from multiple brokerages, and analyze it

Sp1500stockpicker ⭐ 29

A machine learning approach to investment portfolio composition. The program analyzes the fundamentals of the listed companies on the S&P1500 in order to emit monthly buy signals.

Long term electricity market agent based model simulation used to observe the effect of policy on investment decisions

Energysystemmodelling ⭐ 28

Resources for the Energy System Modelling course by Tom Brown at Karlsruhe Institute of Technology (2020).

Greenblatt Magic Formula Value Investing ⭐ 24

Implementation of Joel Greenblatt's magic formula, which he described in his book - "The Little Book That Still Beats the Market".

Cryptocurrency_investment_analysis_and_modeling ⭐ 23

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

Economy Sim ⭐ 22

Simple Simulation of an Economy

Python For Finance ⭐ 20

💰 Stock analysis using Python / Jupyter / Pandas

Finance World ⭐ 16

Optimization techniques on the financial area for the hedging, investment starategies, and risk measures

This program focused on the core concepts and practice of quantitative investment (multi-factor combination analysis, technical analysis CTA strategy, real-time stock selection and timing strategy, etc.).

💰 Interactive dashboard for Stock Market Investments

Beverages_long_term_investment ⭐ 13

Long-Term Investment in the Beverage Industry

Lumpsum_vs_dca ⭐ 13

Comparing Lump Sum vs. Dollar Cost Averaging strategies, a simple experiment

Hands On Machine Learning For Algorithmic Trading Sample ⭐ 13

Hands-On Machine Learning for Algorithmic Trading, published by Packt

Finding Alpha With Ai ⭐ 12

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

Ieee Challenge ⭐ 11

IEEE Investment Ranking Challenge solution (4th place)

Stock.ai ⭐ 11

This project tries to use AI, specifically reinforcement learning, to manage a stock portfolio. The objective is to be practical. So this is not only a demo of AI application in investment. This project is still at its early days. I will try to complete it in 1 year.

Pytrading ⭐ 11

Based on the concepts in "CIMTR" and others, swing trading

Performance attribution analysis, value investment, original investment ideas, alpha seeking

Build_your_own_ai_investor ⭐ 9

Build your own AI investor. Track performance on www.valueinvestingai.com. Buy the book on Amazon.

Spark Funds Investments Assignment ⭐ 9

Spark Funds wants to make investments in a few companies. The CEO of Spark Funds wants to understand the global trends in investments so that she can take the investment decisions effectively.

Repository for distributed autonomous investment banking

Ieee_investment_ranking_challenge Starter Kit ⭐ 9

Starter kit for getting started in the IEEE Investment Ranking Challenge.

Integrate Investment Portfolio ⭐ 8

WARNING: This repository is no longer maintained ⚠️ This repository will not be updated. The repository will be kept available in read-only mode.

Portfolio Construction ⭐ 8

In this project I constructed a model which allows to divide the porpotion of budget into an international portfolio.

A Peer-to-Peer Lending Robo-Advisor Using a Neural Network (Probability of Default) and a Random Forest Regression (Annualized Returns)

Property_project ⭐ 7

In this repo, I trained various models to detect potential money laundering in residential real estate in Bexar County, Texas.

Monitor Fiis ⭐ 7

A python web scrap and data analytics project used to identify key metrics and BI insights about Brazilian Real Estate Investment Fund (aka FIIs)

Project_ficc_quant ⭐ 7

modeling FICC market with QuantLib

Pocketanalyst ⭐ 7

Cal Hacks 6.0 Project (Best Goldman Sachs API Implementation): Interacts with the user via a chat bot and makes reliable investment recommendations based on various Machine Learning models.

2016 Springboard Course ⭐ 6

Article.eikonapi.python.portfoliooptimization ⭐ 6

This Jupyter Notebook illustrates investment portfolio optimization in Modern Portfolio Theory.

Lending_club ⭐ 6

Mutual Fund Performance Prediction ⭐ 5

Analysis of mutual fund schemes in India

Build A Stock Price Indicator ⭐ 5

Create a financial model to better understand market behavior and make profitable investments and trades

Qf Portfolio Investment System ⭐ 5

QF-based Hybrid DRL Portfolio Investment System

Opentisim ⭐ 5

Terminal investment strategy analysis, parametrically driven by changing demand scenarios.

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