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py4fi2nd icon py4fi2nd

Jupyter Notebooks and codes for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

pyarmor icon pyarmor

A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

pybroker icon pybroker

Algorithmic Trading in Python with Machine Learning

pycid icon pycid

Causal Influence Diagram library based on pgmpy

pycontrast icon pycontrast

PyTorch implementation for contrastive learning methods

pydgn icon pydgn

A Python library for Deep Graph Networks

pyfinlab icon pyfinlab

Financial applications focusing on portfolio management for Python

pyfts icon pyfts

A open source library for Fuzzy Time Series in Python

pyg_autoscale icon pyg_autoscale

Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch

pygcl icon pygcl

PyGCL: Graph Contrastive Learning Library for PyTorch

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.

pykeen icon pykeen

A Python library for learning and evaluating knowledge graph embeddings

pymoo icon pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

pynomaly icon pynomaly

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

pyodds icon pyodds

An End-to-end Outlier Detection System

pyoxidizer icon pyoxidizer

A modern Python application packaging and distribution tool

pyp icon pyp

Easily run Python at the shell! Magical, but never mysterious.

pyportfolioopt icon pyportfolioopt

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

pyprobml icon pyprobml

Python code for "Machine learning: a probabilistic perspective" (2nd edition)

pyqstrat icon pyqstrat

A fast, extensible, transparent python library for backtesting quantitative strategies.

pyrb icon pyrb

Constrained and Unconstrained Risk Budgeting / Risk Parity Allocation in Python

pyrmt icon pyrmt

Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization

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