Theano-MPIMPI Parallel framework for training deep learning models built in Theano
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MerlinThis is now the official location of the Merlin project.
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danifojo-2018-repeatrnnComparing Fixed and Adaptive Computation Time for Recurrent Neural Networks
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TarsA deep generative model library in Theano and Lasagne
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text-rnn-tensorflowTutorial: Multi-layer Recurrent Neural Networks (LSTM, RNN) for text models in Python using TensorFlow.
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Basic nns in frameworksseveral basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]
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Practical dlDL course co-developed by YSDA, HSE and Skoltech
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tf-attend-infer-repeatTensorFlow-based implementation of "Attend, Infer, Repeat" paper (Eslami et al., 2016, arXiv:1603.08575).
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neuralnets-semanticsWord semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch
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HyperdensenetThis repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
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reweighted-wsImplementation of the reweighted wake-sleep machine learning algorithm
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address-netA package to structure Australian addresses
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Deep Learning VmSets up a VM with Keras, TensorFlow, TFLearn and Theano installed
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wildflower-finderImage classification of wildflowers using deep residual learning and convolutional neural nets
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Market-Trend-PredictionThis is a project of build knowledge graph course. The project leverages historical stock price, and integrates social media listening from customers to predict market Trend On Dow Jones Industrial Average (DJIA).
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Keras ContribKeras community contributions
Stars: ✭ 1,532 (+6863.64%)
DockerKerasWe provide GPU-enabled docker images including Keras, TensorFlow, CNTK, MXNET and Theano.
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CnngesturerecognizerGesture recognition via CNN. Implemented in Keras + Tensorflow/Theano + OpenCV
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DeepoSetup and customize deep learning environment in seconds.
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Clockwork-RNNThis repository is a reproduction of the clockwork RNN paper.
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ParrotRNN-based generative models for speech.
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Sca Cnn.cvpr17Image Captions Generation with Spatial and Channel-wise Attention
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Nmt KerasNeural Machine Translation with Keras
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PixelcnnTheano reimplementation of pixelCNN architecture
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VNMTCode for "Variational Neural Machine Translation" (EMNLP2016)
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Data Science Ipython NotebooksData science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
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Deep SvddRepository for the Deep One-Class Classification ICML 2018 paper
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Keras TextText Classification Library in Keras
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LasagneLightweight library to build and train neural networks in Theano
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AesaraAesara is a fork of the Theano library that is maintained by the PyMC developers. It was previously named Theano-PyMC.
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Personality DetectionImplementation of a hierarchical CNN based model to detect Big Five personality traits
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neural-namerFantasy name generator in TensorFlow
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LearningThe data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.
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Real Time Ml ProjectA curated list of applied machine learning and data science notebooks and libraries across different industries.
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Deep srlCode and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next
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ReturnnThe RWTH extensible training framework for universal recurrent neural networks
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Keras ResnetKeras package for deep residual networks
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conxThe On-Ramp to Deep Learning
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rnn-theanoRNN(LSTM, GRU) in Theano with mini-batch training; character-level language models in Theano
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SymJAXDocumentation:
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TrojannnTrojan Attack on Neural Network
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DandelionA light weight deep learning framework, on top of Theano, offering better balance between flexibility and abstraction
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STORN-kerasThis is a STORN (Stochastical Recurrent Neural Network) implementation for keras!
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presidential-rnnProject 4 for Metis bootcamp. Objective was generation of character-level RNN trained on Donald Trump's statements using Keras. Also generated Markov chains, and quick pyTorch RNN as baseline. Attempted semi-supervised GAN, but was unable to test in time.
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PsganPeriodic Spatial Generative Adversarial Networks
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Aetros CliAETROS CLI + SDK. Command line application to manage/monitor machine learning training in AETROS Trainer
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LSTM-TensorSparkImplementation of a LSTM with TensorFlow and distributed on Apache Spark
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udacity-cvnd-projectsMy solutions to the projects assigned for the Udacity Computer Vision Nanodegree
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