pohan's starred repositories
coding-interview-university
A complete computer science study plan to become a software engineer.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
learnGitBranching
An interactive git visualization and tutorial. Aspiring students of git can use this app to educate and challenge themselves towards mastery of git!
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
nlp-architect
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
LLMAgentPapers
Must-read Papers on LLM Agents.
DirectVoxGO
Direct voxel grid optimization for fast radiance field reconstruction.
LLM4Rec-Awesome-Papers
A list of awesome papers and resources of recommender system on large language model (LLM).
DataDreamer
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
Awesome-LLM-Long-Context-Modeling
📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥
sparktorch
Train and run Pytorch models on Apache Spark.
CIKM2020_DMT
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020
nthu-thesis-template-mod
Moded LaTeX thesis template in NTHU 國立清華大學碩博士論文 XeLaTeX 模板😈魔改版
Response-writer
Hypernetwork for History Function. Test on 3 conversational question answering dataset (CoQA, DoQA, QuAC)
EBR-papers
Helpful papers on embedding-based retrieval (EBR)