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10606-f23

10606 Fall 2023

10606607_m20

algorithm-interview

<파이썬 알고리즘 인터뷰> 95가지 알고리즘 문제 풀이로 완성하는 코딩 테스트

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

codellama

Inference code for CodeLlama models

controlnet

Let us control diffusion models!

ednet

EdNet is the dataset of all student-system interactions collected over 2 years by Santa, a multi-platform AI tutoring service with more than 780K users in Korea available through Android, iOS and web.

edudata

Edudata: Datasets in Education and convenient interface for downloading and preprocessing dataset in education

foundational-skills

Foundation knowledge is the base knowledge of which new knowledge is built. Learning Analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs (Siemens, 2011).

gpt4all

gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue

honglabcppsummary

honglabdatastructures

홍정모의 자료구조 압축코스

laser-badges

laser-orientation

Introduction to GitHub and RStudio basics and the "how's" of reproducible research.

llama-int8

Quantized inference code for LLaMA models

llm_aut_study

Materials for "Beyond Semantic Distance: Automated Scoring of Divergent Thinking Greatly Improves with Large Language Models"

machine-learning

Machine Learning (ML) Learning Labs

math-for-ml

《기초 수학으로 이해하는 머신러닝 알고리즘》 예제 코드

mlpractice_s2023

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

multilevelcf

network-analysis

Social Network Analysis and STEM Education is designed to prepare researchers to apply network analysis in order to better understand and improve teaching and learning. The presentations and case studies for these labs provide scholars with an overview of social network theory, examples of network analysis in STEM educational contexts, and applied experience with widely adopted tools and common techniques.

redpajama-data

The RedPajama-Data repository contains code for preparing large datasets for training large language models.

stable-diffusion-webui

Stable Diffusion web UI

tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT와 같은 최신 모델의 다운스트림 태스크들을 정리한 Deep Learning NLP 저장소입니다.

text-mining

Text Mining in Education Learning Labs demonstrate how text mining can be applied in STEM education research and provide LASER Institute scholars hands-on experience with popular techniques for collecting, processing, and analyzing text-based data.

tidylpa

Easily carry out Latent Profile Analysis (LPA) using open-source or commercial software

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

video-llama

Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding