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Peter Shin's Projects

afml icon afml

All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.

etsformer icon etsformer

PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting

etsformer-pytorch icon etsformer-pytorch

Implementation of ETSformer, state of the art time-series Transformer, in Pytorch

finrl icon finrl

FinRL: Financial Reinforcement Learning Framework. Please star. 🔥

fracdiff icon fracdiff

Compute fractional differentiation super-fast. Processes time-series to be stationary while preserving memory. cf. "Advances in Financial Machine Learning" by M. Prado.

kubos icon kubos

An open source platform for satellites

mlfinlab icon 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.

ort icon ort

A suite of tools to assist with reviewing Open Source Software dependencies.

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pyyaml icon pyyaml

Canonical source repository for PyYAML

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