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Peter Bakker's Projects

ibtrader icon ibtrader

IBTrader is live trading agent for Interactive Brokers

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter textbook using Ipython Notebook. This book takes a minimally mathematical approach, focusing on building intuition and experience, not formal proofs. Includes Kalman filters, Extended Kalman filters, unscented filters, and more. Includes exercises with solutions.

long-short-trading-algorithm icon long-short-trading-algorithm

All written by myself using Quantopian IDE. Contains a notebook which tests factors for their correlation with stock prices over time. Also contains the actual algorithm, where some of the successful factors were brought over into. Finally, it contains a notebook with a single cell. Running the cell will give results of a back test of the algorithm from 01-01-14 to 01-01-15.

passivbot icon passivbot

trading bot running on binance isolated margin

pyex icon pyex

Complete Python interface to IEX and IEX cloud APIs

pyhrp icon pyhrp

A library for hierarchical risk-based portfolios which allows users to create full-investment, long-only portfolios using techniques and strategies as outlined in "Hierarchical risk parity: Accounting for tail dependencies in multi-asset multi-factor allocations" by Harald Lohre et al.

pynaissance icon pynaissance

A walk through the frameworks of Python in Finance. The repository is currently in the development phase. The finalized version will include a full-fledged integration and utilization of Quantopian, GS-Quant, WRDS API and their relevant datasets and analytics.

speculator icon speculator

Predict the next Bitcoin and Ethereum market trends with machine learning and technical analysis

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