patryknextdoor Goto Github PK

2023

Studying data science and coding in Python

adventures-in-financial-data-science

Here I am collecting the scripts I have used to prepare my book "Adventures in Financial Data Science" and to support my other writing, such as that on Medium. Those for the book are mostly originally written for the RATS time-series analysis system, which is commercial software, so I have begun porting the code to Python Notebooks written for Google's colab https://colab.research.google.com. This is mostly what I will post here. The figures for the book will be generated by notebooks titled "Section n.n.n Section Title" etc.

ai-for-the-industry-4.0

AI for the Industry 4.0 - RECRUITMENT TASK

aiif

Jupyter Notebooks and code for the book Artificial Intelligence in Finance (O'Reilly) by Yves Hilpisch.

aleatory

📦 Python library for Stochastic Processes Simulation and Visualisation

aleph-alpha-client

algo-trading-strategies

Algorithmic Trading Startegies with Python and MetaTrader5

alpha_vantage

A python wrapper for Alpha Vantage API for financial data.

alphalens-reloaded

Performance analysis of predictive (alpha) stock factors

arcticdb

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-kalman

A curated list of awesome Kalman filter papers ,articles , applications, software and resources

awesome-kalman-filter

A curated list of awesome libraries, projects, tutorials, papers, and other resources related to Kalman Filter(KF). This repository aims to be a comprehensive and organized collection that will help researchers and developers in the world of KF!

backtrader

Python Backtesting library for trading strategies

bidask

Efficient Estimation of Bid-Ask Spreads from Open, High, Low, and Close Prices

blankly

🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.

cardcountingsim

chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

client-python

The official Python client library for the Polygon REST and WebSocket API.

computational-finance-course

Here you will find materials for the course of Computational Finance

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

darts

A python library for easy manipulation and forecasting of time series.

data-science-bootcamp

dawp

Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.

deeptime

Python library for analysis of time series data including dimensionality reduction, clustering, and Markov model estimation

deriv-api

Websocket API for deriv.app

deriv-dotnet-api

The library to use Deriv API in .Net

descarteslabs-python

Descartes Labs Python Client Library

dirtyquant

Code that I show on my YouTube Channel

dx

DX Analytics | Financial and Derivatives Analytics with Python