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pixel_level_land_classificationby Azure
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226 Version:Current License: Permissive (MIT)
Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
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Deepparse is a state-of-the-art library for parsing multinational street addresses using deep learning
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Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)
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Tensorflow-DeconvNet-Segmentationby fabianbormann
Python 223 Version:Current License: Proprietary (Proprietary)
Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"
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Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
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ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
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Text-Classificationby geniusai-research
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License: No License (No License)Text Classification through CNN, RNN & HAN using Keras
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Apparel detection using deep learning
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Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
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An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.
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Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
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Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.
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Deep-Learning-with-TensorFlow-2-and-Kerasby PacktPublishing
Jupyter Notebook 221 Version:Current License: Permissive (MIT)
Deep Learning with TensorFlow 2 and Keras, published by Packt
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Caffe Protofiles for MSRA ResNet: train prototxt
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Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.
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Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
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Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.
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Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
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Hierarchy-based Image Embeddings for Semantic Image Retrieval
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A convolutional neural network that identifies water in satellite images.
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🛠 Parcel examples using various frameworks
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里面包含许多GAN算法的Keras源码，可以用于训练自己的模型。
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Simplify the training and tuning of Tensorflow models
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Some practices about deep learning
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Keras_Deep_Clusteringby Tony607
Jupyter Notebook 214 Version:Current License: Proprietary (Proprietary)
How to do Unsupervised Clustering with Keras
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CNN-text-classification-kerasby bhaveshoswal
Python 213 Version:Current License: No License (No License)
License: No License (No License)Text Classification by Convolutional Neural Network in Keras
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A simple Spatial Pyramid Pooling layer which could be added in CNN
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Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
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Third Project of the Udacity Self-Driving Car Nanodegree Program
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CNN architecture exploration using Genetic Algorithm
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Python 211 Version:Current License: Permissive (MIT)
Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory
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Convert trained PyTorch models to Keras, and the other way around
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Keras implementation of LSTM Variational Autoencoder
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The SAS Deep Learning Python (DLPy) package provides the high-level Python APIs to deep learning methods in SAS Visual Data Mining and Machine Learning. It allows users to build deep learning models using friendly Keras-like APIs.
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Auxiliary Classifier Generative Adversarial Networks in Keras
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A keras-based real-time model for medical image segmentation (CFPNet-M)
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Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
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Face identification with CNN + TPE using Keras
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Time series prediction using dilated causal convolutional neural nets (temporal CNN)
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Deformable Convolution in TensorFlow / Keras
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A playable implementation of Fully Convolutional Networks with Keras.
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Bidirectional LSTM network for speech emotion recognition.
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Denoise-Transformer-AutoEncoderby ryancheunggit
Python 207 Version:Current License: No License (No License)
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A replacement for UIDatePicker made for Catalyst.
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Demo Weibull Time-to-event Recurrent Neural Network in Keras
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Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
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Machine-Learning-is-ALL-You-Needby Skylark0924
Python 203 Version:Current License: No License (No License)
License: No License (No License)🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
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Rapid satellite imagery object detection
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A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras
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pixel_level_land_classificationby Azure
Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.
Jupyter Notebook 226Updated: 4 y ago License: Permissive (MIT)
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deepparseby GRAAL-Research
Deepparse is a state-of-the-art library for parsing multinational street addresses using deep learning
Python 225Updated: 2 y ago License: Weak Copyleft (LGPL-3.0)
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DeepLab-Contextby TheLegendAli
C++ 225Updated: 4 y ago License: Proprietary (Proprietary)
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retrieval-2017-camby imatge-upc
Class-Weighted Convolutional Features for Image Retrieval (BMVC 2017)
Python 224Updated: 2 y ago License: No License (No License)
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Tensorflow-DeconvNet-Segmentationby fabianbormann
Tensorflow implementation of "Learning Deconvolution Network for Semantic Segmentation"
Python 223Updated: 4 y ago License: Proprietary (Proprietary)
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k
keras-unetby karolzak
Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks
Python 223Updated: 4 y ago License: Permissive (MIT)
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self-paced-ensembleby ZhiningLiu1998
ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架
Python 223Updated: 2 y ago License: Permissive (MIT)
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Text-Classificationby geniusai-research
Text Classification through CNN, RNN & HAN using Keras
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DeepFashionby abhishekrana
Apparel detection using deep learning
Python 222Updated: 4 y ago License: Permissive (Apache-2.0)
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Macadamby yongzhuo
Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。
Python 222Updated: 4 y ago License: Permissive (MIT)
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DeepCCAby VahidooX
An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with Keras.
Python 222Updated: 4 y ago License: Permissive (MIT)
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FNet-pytorchby rishikksh20
Unofficial implementation of Google's FNet: Mixing Tokens with Fourier Transforms
Python 222Updated: 2 y ago License: Permissive (MIT)
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Siamese-LSTMby likejazz
Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.
Python 221Updated: 4 y ago License: No License (No License)
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Deep-Learning-with-TensorFlow-2-and-Kerasby PacktPublishing
Deep Learning with TensorFlow 2 and Keras, published by Packt
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resnet-protofilesby antingshen
Caffe Protofiles for MSRA ResNet: train prototxt
Python 220Updated: 4 y ago License: No License (No License)
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Keras-ResNeXtby titu1994
Implementation of ResNeXt models from the paper Aggregated Residual Transformations for Deep Neural Networks in Keras 2.0+.
Python 220Updated: 4 y ago License: Permissive (MIT)
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keras-gpby alshedivat
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
Python 220Updated: 4 y ago License: Permissive (MIT)
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keras_lr_finderby surmenok
Plots the change of the loss function of a Keras model when the learning rate is exponentially increasing.
Python 216Updated: 4 y ago License: Permissive (MIT)
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Transfer-Learning-Suiteby GeorgeSeif
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
Python 216Updated: 4 y ago License: No License (No License)
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semantic-embeddingsby cvjena
Hierarchy-based Image Embeddings for Semantic Image Retrieval
Python 215Updated: 4 y ago License: Permissive (MIT)
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WaterNetby treigerm
A convolutional neural network that identifies water in satellite images.
Python 215Updated: 4 y ago License: Permissive (MIT)
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examplesby parcel-bundler
🛠 Parcel examples using various frameworks
CSS 215Updated: 2 y ago License: No License (No License)
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GAN-kerasby bubbliiiing
里面包含许多GAN算法的Keras源码，可以用于训练自己的模型。
Python 214Updated: 2 y ago License: Permissive (MIT)
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dynamic-training-benchby galeone
Simplify the training and tuning of Tensorflow models
Python 214Updated: 3 y ago License: Weak Copyleft (MPL-2.0)
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DeepLearningby autoliuweijie
Some practices about deep learning
Jupyter Notebook 214Updated: 4 y ago License: No License (No License)
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Keras_Deep_Clusteringby Tony607
How to do Unsupervised Clustering with Keras
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CNN-text-classification-kerasby bhaveshoswal
Text Classification by Convolutional Neural Network in Keras
Python 213Updated: 4 y ago License: No License (No License)
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sppnet-pytorchby yueruchen
A simple Spatial Pyramid Pooling layer which could be added in CNN
Python 213Updated: 4 y ago License: Permissive (Apache-2.0)
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GAN-Sandboxby mjdietzx
Vanilla GAN implemented on top of keras/tensorflow enabling rapid experimentation & research. Branches correspond to implementations of stable GAN variations (i.e. ACGan, InfoGAN) and other promising variations of GANs like conditional and Wasserstein.
Python 213Updated: 4 y ago License: Permissive (MIT)
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Behavioral-Cloningby upul
Third Project of the Udacity Self-Driving Car Nanodegree Program
Python 212Updated: 4 y ago License: No License (No License)
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Genetic-CNNby aqibsaeed
CNN architecture exploration using Genetic Algorithm
Python 211Updated: 2 y ago License: Permissive (Apache-2.0)
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Stock-Market-Trend-Analysis-Using-HMM-LSTMby JINGEWU
Stock Market Trend Analysis Using Hidden Markov Model and Long Short Term Memory
Python 211Updated: 2 y ago License: Permissive (MIT)
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nn-transferby gzuidhof
Convert trained PyTorch models to Keras, and the other way around
Python 210Updated: 4 y ago License: Permissive (MIT)
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keras_lstm_vaeby twairball
Keras implementation of LSTM Variational Autoencoder
Python 210Updated: 2 y ago License: Permissive (MIT)
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python-dlpyby sassoftware
The SAS Deep Learning Python (DLPy) package provides the high-level Python APIs to deep learning methods in SAS Visual Data Mining and Machine Learning. It allows users to build deep learning models using friendly Keras-like APIs.
Python 210Updated: 2 y ago License: Permissive (Apache-2.0)
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keras-acganby lukedeo
Auxiliary Classifier Generative Adversarial Networks in Keras
Jupyter Notebook 210Updated: 2 y ago License: No License (No License)
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CFPNet-Medicineby AngeLouCN
A keras-based real-time model for medical image segmentation (CFPNet-M)
Python 209Updated: 4 y ago License: No License (No License)
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deep-ttfby gm-spacagna
Survival analsyis and time-to-failure predictive modeling using Weibull distributions and Recurrent Neural Networks in Keras
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face-identification-tpeby meownoid
Face identification with CNN + TPE using Keras
Python 208Updated: 4 y ago License: Permissive (MIT)
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seriesnetby kristpapadopoulos
Time series prediction using dilated causal convolutional neural nets (temporal CNN)
Python 208Updated: 2 y ago License: Permissive (MIT)
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deform-convby kastnerkyle
Deformable Convolution in TensorFlow / Keras
Python 207Updated: 2 y ago License: Permissive (MIT)
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keras-fcnby JihongJu
A playable implementation of Fully Convolutional Networks with Keras.
Python 207Updated: 4 y ago License: Permissive (MIT)
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Speech_emotion_recognition_BLSTMby RayanWang
Bidirectional LSTM network for speech emotion recognition.
Python 207Updated: 4 y ago License: Permissive (MIT)
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Denoise-Transformer-AutoEncoderby ryancheunggit
Python 207Updated: 4 y ago License: No License (No License)
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JBCalendarDatePickerby joshbirnholz
A replacement for UIDatePicker made for Catalyst.
Swift 207Updated: 4 y ago License: Permissive (MIT)
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keras-wtte-rnnby daynebatten
Demo Weibull Time-to-event Recurrent Neural Network in Keras
Python 206Updated: 2 y ago License: Permissive (MIT)
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EESRGANby Jakaria08
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
Python 205Updated: 2 y ago License: Strong Copyleft (GPL-3.0)
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Machine-Learning-is-ALL-You-Needby Skylark0924
🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!
Python 203Updated: 4 y ago License: No License (No License)
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simrdwnby avanetten
Rapid satellite imagery object detection
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char-embeddingsby minimaxir
A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras
Python 202Updated: 4 y ago License: Permissive (MIT)
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