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Seong Lee's Projects

pipeline icon pipeline

PipelineAI: Real-Time Enterprise AI Platform

plmpapers icon plmpapers

Must-read Papers on pre-trained language models.

pororo icon pororo

PORORO: Platform Of neuRal mOdels for natuRal language prOcessing

ppo-implementations icon ppo-implementations

PPO implementations in Gym environments. Requirements: pip install torch===1.2.0 torchvision===0.4.0 -f https://download.pytorch.org/whl/torch_stable.html

practicalai icon practicalai

πŸ“š A practical approach to machine learning to enable everyone to learn, explore and build.

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

pyslam icon pyslam

pySLAM is a 'toy' implementation of a Visual Odometry (VO) pipeline in Python

python-for-coding-test icon python-for-coding-test

[ν•œλΉ›λ―Έλ””μ–΄] "이것이 취업을 μœ„ν•œ μ½”λ”© ν…ŒμŠ€νŠΈλ‹€ with 파이썬" 전체 μ†ŒμŠ€μ½”λ“œ μ €μž₯μ†Œμž…λ‹ˆλ‹€.

pytorch-awac icon pytorch-awac

A PyTorch implementation for Advantage weighted Actor-Critic (AWAC)

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (VeličkoviΔ‡ et al.). Jupyter Notebook coming soon and an inductive example as well. I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings and attention mechanism.

pytorch-stargan icon pytorch-stargan

StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

pytorch-struct icon pytorch-struct

Fast, general, and tested differentiable structured prediction in PyTorch

pytorch-transformers icon pytorch-transformers

πŸ‘Ύ A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

qa-hard-em icon qa-hard-em

An original implementation of EMNLP 2019, "A Discrete Hard EM Approach for Weakly Supervised Question Answering"

ray icon ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

rayshader icon rayshader

R Package for 2D and 3D mapping and data visualization

resilientdb icon resilientdb

ResilientDB: A scalable permissioned blockchain fabric

rlpyt icon rlpyt

Reinforcement Learning in PyTorch

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