Pinned Repositories
-DL_PaperReadingMeeting
Deep Learning Paper Reading Meeting-Archive
100-nlp-papers
100 Must-Read NLP Papers
2019LangCon
nlp conference
activate-functions-threshold-version
Threshold Activation Function | almost Exponential Linear Unit
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
Aegis
Application for Epidemiological Geographic Information System (AEGIS): a system for semi-automatic GIS visualization based on the OMOP Common Data Model.
agensgraph
AgensGraph, a transactional graph database based on PostgreSQL
ai-hackathon-2018
"한계를 넘어 상상에 도전하자!" 네이버 AI 해커톤 2018 - 대회종료
mexican-government-report
Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.
seongl's Repositories
seongl/amazon-s3-plugin-for-pytorch
seongl/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, ... 🧠
seongl/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
seongl/awesome-mlops
A curated list of references for MLOps
seongl/aws-powershell
AWS PowerShell scripts for VPC, ELB, and Route 53 (Networking deep dive courses)
seongl/bert-solr-search
Search with BERT vectors in Solr and Elasticsearch
seongl/coding-interview-university
A complete computer science study plan to become a software engineer.
seongl/cornell-cs5785-applied-ml
seongl/dais2021_full_ml_lifecycle
Demo assets for DAIS 2021 'Learn to use Databricks for the full ML lifecycle' Talk
seongl/DPR
Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
seongl/FasterTransformer
Transformer related optimization, including BERT, GPT
seongl/helm3
Ressources for "Packaging Applications with Helm for Kubernetes" @ Pluralsight (Helm version 3)
seongl/HSC2021-AlphaSolar
seongl/huggingpics
🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.
seongl/KoBigBird
🦅 Pretrained BigBird Model for Korean (up to 4096 tokens)
seongl/KoreaSecurityApps
seongl/language-1
Shared repository for open-sourced projects from the Google AI Language team.
seongl/leetcode
Provide all my solutions and explanations in Chinese for all the Leetcode coding problems.
seongl/machine-learning-cheat-sheet
Classical equations and diagrams in machine learning
seongl/madgrad
MADGRAD Optimization Method
seongl/PyTorch-Universal-Docker-Template
Template repository to build PyTorch projects from source on any version of PyTorch/CUDA/cuDNN.
seongl/Slic
Single line image classifier
seongl/SMART-NAR_Fast_TTS
seongl/SPARTA
Semantic Parsing And Relational Table Aware Model that generates SQL from question written in Korean language
seongl/speechbrain
A PyTorch-based Speech Toolkit
seongl/spring-batch
Spring Batch is a framework for writing offline and batch applications using Spring and Java
seongl/Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
seongl/tf2-reformer
Reproducing the reformer with tf2
seongl/Toward_spatial_unbiased-Tensorflow
Simple Tensorflow implementation of "Toward Spatially Unbiased Generative Models" (ICCV 2021)
seongl/wisdomify
A BERT-based reverse dictionary of Korean proverbs