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hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

ib_insync

Python sync/async framework for Interactive Brokers API

ib_trading_projects

ibc

Automation of Interactive Brokers TWS. You can download the latest release here: https://github.com/ibcalpha/ibc/releases/latest

interactive-brokers-python-api-guide

The code used for the article "Interactive Brokers Python API (Native) – A Step-by-step Guide" on the AlgoTrading101 Blog

internet_noise

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kelly-criterion

Kelly Criterion calculation

mastering-financial-pattern-recognition

The Official Repository of Mastering Financial Pattern Recognition

mathematics-of-music

In this project, I generated waves with different frequencies, built my own virtual piano, and synthesized & played a song. All of this was done from scratch using Numpy and Scipy packages in Python.

medium_articles

Scripts/Notebooks used for my articles published on Medium

mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

mplfinance

Financial Markets Data Visualization using Matplotlib

openai-cookbook

Examples and guides for using the OpenAI API

openai-python

The OpenAI Python library provides convenient access to the OpenAI API from applications written in the Python language.

optimalportfolio

An open source library for portfolio optimisation

optimisationalgorithms

Searching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm

optimization-test-functions

A small Python test suite for bounded optimisation problems in n dimensions

optionlab

A Python library for evaluating option trading strategies.

pandas-datareader

Extract data from a wide range of Internet sources into a pandas DataFrame.

passer-rating-calculator

A python NFL Quarterback Passer Rating Calculator

primesieve-python

Fast prime number generator. Python bindings for the primesieve C++ library

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

prycing

Implementations of various option pricing methods

public-apis

A collective list of free APIs for use in software and web development.

pvaluation

Quantamental finance research with python

py4fi

Python for Finance (O'Reilly)

pyportfolioopt

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

python-browser-password-stealer

python-for-data-science

A blog for data analytics using data science technologies