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PHI DigitalHealthcare(Data Scientist) 2023.03 ~

Dongryul Min's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 60 Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

deeplearning_from_scratch icon deeplearning_from_scratch

๋ฐ‘๋ฐ”๋‹ฅ๋ถ€ํ„ฐ ์‹œ์ž‘ํ•˜๋Š” ๋”ฅ๋Ÿฌ๋‹ ์ •๋ฆฌ

langchain-kr icon langchain-kr

LangChain ๊ณต์‹ Document, Cookbook, ๊ทธ ๋ฐ–์˜ ์‹ค์šฉ ์˜ˆ์ œ๋ฅผ ๋ฐ”ํƒ•์œผ๋กœ ์ž‘์„ฑํ•œ ํ•œ๊ตญ์–ด ํŠœํ† ๋ฆฌ์–ผ์ž…๋‹ˆ๋‹ค. ๋ณธ ํŠœํ† ๋ฆฌ์–ผ์„ ํ†ตํ•ด LangChain์„ ๋” ์‰ฝ๊ณ  ํšจ๊ณผ์ ์œผ๋กœ ์‚ฌ์šฉํ•˜๋Š” ๋ฐฉ๋ฒ•์„ ๋ฐฐ์šธ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

llama-inference icon llama-inference

A simple implementation of Llama 1, 2. Llama Architecture built from scratch using PyTorch all the models are built from scratch that includes GQA (Grouped Query Attention) , RoPE (Rotary Positional Embeddings) , RMS Norm, FeedForward Block, Encoder (as this is only for Inferencing the model) , SwiGLU (Activation Function),

python-scraping icon python-scraping

Code samples from the book Web Scraping with Python http://shop.oreilly.com/product/0636920034391.do

stove icon stove

Machine learning modeling, visualization

web-with-fastapi icon web-with-fastapi

ใ€ŽFastAPI๋ฅผ ์‚ฌ์šฉํ•œ ํŒŒ์ด์ฌ ์›น ๊ฐœ๋ฐœใ€(ํ•œ๋น›๋ฏธ๋””์–ด, 2023) ์˜ˆ์ œ ์ฝ”๋“œ ์ €์žฅ์†Œ์ž…๋‹ˆ๋‹ค.

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