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Pucktada Treeratpituk's Projects

anago icon anago

Bidirectional LSTM-CRF for Sequence Labeling. Easy-to-use and state-of-the-art performance.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

clio-lite icon clio-lite

Lightweight intelligent searching of elasticsearch data

cutkum icon cutkum

Thai Word-Segmentation with LSTM in Tensorflow

deep-learning-drizzle icon deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deeprl icon deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

getting-things-done-with-pytorch icon getting-things-done-with-pytorch

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

kdd2018-tutorial icon kdd2018-tutorial

Companion repository for the KDD'18 hands-on tutorial on Higher-Order Data Analytics for Temporal Network Data

pysc2 icon pysc2

StarCraft II Learning Environment

retain icon retain

RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

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