DeokO

alrao

Implementation of "Learning with Random Learning Rates" in PyTorch.

ArcFace-Multiplex-Recognition

适用于复杂场景的人脸识别身份认证系统

arcface-pytorch

Awesome-Korean-NLP

A curated list of resources for NLP (Natural Language Processing) for Korean

CS20SI-Tensorflow-for-Deep-Learning-Research-Code-Exercise

CS20SI: Tensorflow for Deep Learning Research Code Exercise

Data-science-school

Data-science-school code

Deeplearning-from-scratch

Deeplearning-from-scratch code

GAN-study

Materials used for GAN study

Text-classification-with-CNN-RNN-with-Tensorflow

Text classification with CNN, RNN, RCNN model by character, word level

text-mining-codes-in-projects-and-lectures

text mining codes (POS-tagging, embedding, parsing, modeling, etc.)

DeokO/Awesome-Korean-NLP

A curated list of resources for NLP (Natural Language Processing) for Korean

DeokO/capsule

DeokO/CoreNLP

Stanford CoreNLP: A Java suite of core NLP tools.

DeokO/cs231n

Stanford CS231n Convolutional Neural Networks for Visual Recognition Assignments

DeokO/deep-learning-from-scratch

『밑바닥부터 시작하는 딥러닝』(한빛미디어, 2017)

DeokO/deep_learning_tutorial

[ko] 패스트캠퍼스 강의 자료

DeokO/generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

DeokO/lectures

Oxford Deep NLP 2017 course

DeokO/models

Models built with TensorFlow

DeokO/numpy_exercises

Numpy exercises.

DeokO/rapping-neural-network

rap-song writing recurrent neural network

DeokO/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

DeokO/relational-networks

Pytorch implementation of "A simple neural network module for relational reasoning" (Relational Networks)

DeokO/seq2seq-chatbot

Chatbot in 200 lines of code

DeokO/snli_dual_encoder_lstm

DeokO/tensorflow-mnist-cnn

MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

DeokO/tensorflow-mnist-VAE

Tensorflow implementation of variational auto-encoder for MNIST

DeokO/tensorflow-seq2seq-tutorials

Dynamic seq2seq in TensorFlow, step by step

DeokO/tensorflow-talk-debugging

💬 Slides and supplementary codes for my talk 'Debugging Tips on TensorFlow' (2016)

DeokO/TensorFlow-Tutorials

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

DeokO/tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

DeokO/text-mining

Unstructured Data Analysis (Graduate) @Korea University

DeokO/tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

DeokO/tf-rnn

Practical Examples for RNNs in Tensorflow

DeokO/tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

DeokO/tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.