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Hi there πŸ‘‹

About Me

πŸƒ I’m currently working at Samsung Research.

  • 🌟 Objective: Solving problems in diverse domains using Deep Learning (DL) / Machine Learning (ML).
  • πŸ’» Fields: Deep learning-based computer vision (classification, segmentation, detection), Anomaly/Outlier Detection, Incremental Learning, Time-series analysis, Asset allocation using DL/ML.

Eunsung Kim's Projects

2021-jujeol-jujeol icon 2021-jujeol-jujeol

술 μ•Œκ³  λ§ˆμ‹œμž! μ•Œκ³  λ§ˆμ‹œλ©΄ 더 λ§›μžˆλŠ” 술! 당신을 μœ„ν•œ μˆ μ„ μΆ”μ²œν•΄λ“œλ¦½λ‹ˆλ‹€.

afml icon afml

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

algorithm-interview icon algorithm-interview

<파이썬 μ•Œκ³ λ¦¬μ¦˜ 인터뷰> 95가지 μ•Œκ³ λ¦¬μ¦˜ 문제 ν’€μ΄λ‘œ μ™„μ„±ν•˜λŠ” μ½”λ”© ν…ŒμŠ€νŠΈ

code-test-study icon code-test-study

μ½”λ”© ν…ŒμŠ€νŠΈ κ΄€λ ¨ κΈ°μΆœλ¬Έν•­μ„ 풀어보고 μ†ŒμŠ€μ½”λ“œ 및 μ„€λͺ…을 μ—…λ‘œλ“œν•©λ‹ˆλ‹€. (문제 μΆ”μ²œμ€ Discussions에 λ“€μ–΄κ°€μ…”μ„œ 자유둭게 κ°€λŠ₯ν•©λ‹ˆλ‹€.)

cv-ex icon cv-ex

개발자의 μ„œλ₯˜ μž‘μ„±μ— μœ μš©ν•œ μžλ£Œλ“€μ„ λͺ¨μ•„λ‘λŠ” Repo

effectivepython icon effectivepython

Effective Python: Second Edition β€” Source Code and Errata for the Book

febase icon febase

FeBase 와 ν•¨κ»˜ν•˜λŠ” Frontend ν•˜λ‚˜μ”© λ°°μ›Œκ°€λ©΄ λŠ˜μ–΄λ‚˜λŠ” CS지식 μ˜€ν€˜μ΄!

fracdiff icon fracdiff

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.

informer2020 icon informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

nipy icon nipy

ν•œκ΅­ κ΅μœ‘ν–‰μ •μ •λ³΄μ‹œμŠ€ν…œμΈ λ‚˜μ΄μŠ€μ™€ κ΄€λ ¨ν•œ κ°œλ°œμ„ μš©μ΄ν•˜κ²Œ ν•˜λŠ” λͺ¨λ“ˆμž…λ‹ˆλ‹€.

ocr_kor icon ocr_kor

λ”₯λŸ¬λ‹μ„ ν™œμš©ν•œ ν•œκΈ€λ¬Έμž₯ OCR 연ꡬ

openai-clip icon openai-clip

Simple implementation of OpenAI CLIP model in PyTorch.

pg_travel icon pg_travel

Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)

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).

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