Pinned Repositories
JIF-Citescore-Trend-Analysis
Web of science & Scopus
sentence-transformers
State-of-the-Art Text Embeddings
Understanding-citation-contexts-with-structural-position-awareness
Citation intent classification dataset. Transformer models are available on Huggingface.
grobid
A machine learning software for extracting information from scholarly documents
citation-function
Measuring the Evolution of a Scientific Field through Citation Frames
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
acad-homepage.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage
agentic-doc
Python library for Agentic Document Extraction from LandingAI
Algorithm
annotated_deep_learning_paper_implementations
๐งโ๐ซ 60+ Implementations/tutorials of deep learning papers with side-by-side notes ๐; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ๐ฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐ง
SeohyunNam's Repositories
SeohyunNam/SeohyunNam
SeohyunNam/OSWorld
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
SeohyunNam/Understanding-citation-contexts-with-structural-position-awareness
Citation intent classification dataset. Transformer models are available on Huggingface.
SeohyunNam/grobid
A machine learning software for extracting information from scholarly documents
SeohyunNam/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
SeohyunNam/Web-Dev-Simplified-Official-Blog
SeohyunNam/appworld
๐ Repository for "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agent", ACL'24 Best Resource Paper.
SeohyunNam/acad-homepage.github.io
AcadHomepage: A Modern and Responsive Academic Personal Homepage
SeohyunNam/pure-suggest
Citation-based literature search
SeohyunNam/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
SeohyunNam/pytorch-nlp-tutorial
pytorch๋ฅผ ์ฌ์ฉํ์ฌ ํ ์คํธ ์ ์ฒ๋ฆฌ๋ถํฐ RAG, ์์ด์ ํธ, LLM ํ์ธํ๋์ ์ ๋ฆฌํ Deep Learning NLP ์ ์ฅ์์ ๋๋ค.
SeohyunNam/LLMs-from-scratch
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
SeohyunNam/Paper2Code
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
SeohyunNam/mcp-for-beginners
This open-source curriculum is designed to teach the concepts and fundamentals of the Model Context Protocol (MCP), with practical examples in .NET, Java, TypeScript, JavaScript and Python.
SeohyunNam/Hands-On-Large-Language-Models
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
SeohyunNam/awesome-llm-apps
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
SeohyunNam/developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
SeohyunNam/kotaemon
An open-source RAG-based tool for chatting with your documents.
SeohyunNam/RAG_Techniques
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and contextually rich responses.
SeohyunNam/tensorflow-nlp-tutorial
tensorflow๋ฅผ ์ฌ์ฉํ์ฌ ํ ์คํธ ์ ์ฒ๋ฆฌ๋ถํฐ, Topic Models, BERT, GPT, LLM๊ณผ ๊ฐ์ ์ต์ ๋ชจ๋ธ์ ๋ค์ด์คํธ๋ฆผ ํ์คํฌ๋ค์ ์ ๋ฆฌํ Deep Learning NLP ์ ์ฅ์์ ๋๋ค.
SeohyunNam/mcp-agent
Build effective agents using Model Context Protocol and simple workflow patterns
SeohyunNam/Algorithm
SeohyunNam/Paper2Poster
Open-source Multi-agent Poster Generation from Papers
SeohyunNam/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
SeohyunNam/transformers
๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
SeohyunNam/agentic-doc
Python library for Agentic Document Extraction from LandingAI
SeohyunNam/multicite
MultiCite code and data. Models are available on Huggingface.
SeohyunNam/sentence-transformers
State-of-the-Art Text Embeddings
SeohyunNam/gensim
Topic Modelling for Humans
SeohyunNam/tech-interview-for-developer
๐ถ๐ป ์ ์ ๊ฐ๋ฐ์ ์ ๊ณต ์ง์ & ๊ธฐ์ ๋ฉด์ ๋ฐฑ๊ณผ์ฌ์ ๐