Eunsung Kim's Projects
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All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.
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This repository presents our work during a project realized in the context of the IEOR 8100 RL Class at Columbia University.
Roadmap to becoming a web developer in 2021
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Pytorch implementation of https://arxiv.org/pdf/1704.02971.pdf
Effective Python: Second Edition β Source Code and Errata for the Book
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Compute fractional differentiation (fracdiff) super-fast. Fracdiff processes time-series to be stationary while preserving its memory. Inspired by "Advances in Financial Machine Learning" by M. Prado.
This repository is the PyTorch implementation of GAN Ensemble for Anomaly Detection.
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
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WIP: Roadmap to becoming a machine learning engineer in 2020
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Simple implementation of OpenAI CLIP model in PyTorch.
Google's Operations Research tools:
Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)
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).