GunhoChoi

Choi Gunho's starred repositories

densenet.pytorch

A PyTorch implementation of DenseNet.

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numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

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A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

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UNIT

Unsupervised Image-to-Image Translation

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dataset

The Open Images dataset

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deepspeech.pytorch

Speech Recognition using DeepSpeech2.

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tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

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WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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yolo2-pytorch

YOLOv2 in PyTorch

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cs344

Introduction to Parallel Programming class code

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transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

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faster_rcnn_pytorch

Faster RCNN with PyTorch

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context_encoder_pytorch

PyTorch Implement of Context Encoders: Feature Learning by Inpainting

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odin-pytorch

Principled Detection of Out-of-Distribution Examples in Neural Networks

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attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

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char-rnn.pytorch

PyTorch implementation of char-rnn (character-level language model)

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Seq2Seq-PyTorch

Sequence to Sequence Models with PyTorch

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vqa.pytorch

Visual Question Answering in Pytorch

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ForwardThinking

Forward Thinking NIPS 2017

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tacotron_asr

Speech Recognition Using Tacotron

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Activation-Visualization-Histogram

Compare SELUs (scaled exponential linear units) with other activations on MNIST, CIFAR10, etc.

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SNNs

Tutorials and implementations for "Self-normalizing networks"

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cocoapi

COCO API - Dataset @ http://cocodataset.org/

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pix2pixBEGAN.pytorch

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

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TorchCraft

Connecting Torch to StarCraft

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OpenNMT-py

Open Source Neural Machine Translation and (Large) Language Models in PyTorch

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diracnets

Training Very Deep Neural Networks Without Skip-Connections

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kaggle-past-solutions

A searchable compilation of Kaggle past solutions

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ENet

ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation

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