Seong Lee's repositories
annotated_deep_learning_paper_implementations
🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-mlops
A curated list of references for MLOps
aws-powershell
AWS PowerShell scripts for VPC, ELB, and Route 53 (Networking deep dive courses)
bert-solr-search
Search with BERT vectors in Solr and Elasticsearch
coding-interview-university
A complete computer science study plan to become a software engineer.
dais2021_full_ml_lifecycle
Demo assets for DAIS 2021 'Learn to use Databricks for the full ML lifecycle' Talk
DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
FasterTransformer
Transformer related optimization, including BERT, GPT
helm3
Ressources for "Packaging Applications with Helm for Kubernetes" @ Pluralsight (Helm version 3)
huggingpics
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
KoBigBird
🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)
language-1
Shared repository for open-sourced projects from the Google AI Language team.
leetcode
Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.
machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
madgrad
MADGRAD Optimization Method
PyTorch-Universal-Docker-Template
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
Slic
Single line image classifier
SPARTA
Semantic Parsing And Relational Table Aware Model that generates SQL from question written in Korean language
speechbrain
A PyTorch-based Speech Toolkit
spring-batch
Spring Batch is a framework for writing offline and batch applications using Spring and Java
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
tf2-reformer
Reproducing the reformer with tf2
Toward_spatial_unbiased-Tensorflow
Simple Tensorflow implementation of "Toward Spatially Unbiased Generative Models" (ICCV 2021)
wisdomify
A BERT-based reverse dictionary of Korean proverbs