CS231nMy solutions for Assignments of CS231n: Convolutional Neural Networks for Visual Recognition
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deep-improvisationEasy-to-use Deep LSTM Neural Network to generate song sounds like containing improvisation.
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tiny-rnnLightweight C++11 library for building deep recurrent neural networks
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totally humansrnn trained on r/totallynotrobots 🤖
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sgrnnTensorflow implementation of Synthetic Gradient for RNN (LSTM)
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question-pairA siamese LSTM to detect sentence/question pairs.
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Tensorflow poems中文古诗自动作诗机器人,屌炸天,基于tensorflow1.10 api,正在积极维护升级中,快star,保持更新!
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Unet ZooA collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation
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RnnsharpRNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
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VadVoice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.
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TelemanomA framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
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Seq2seq ChatbotChatbot in 200 lines of code using TensorLayer
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Rnn Theano使用Theano实现的一些RNN代码,包括最基本的RNN,LSTM,以及部分Attention模型,如论文MLSTM等
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Lstm peptidesLong short-term memory recurrent neural networks for learning peptide and protein sequences to later design new, similar examples.
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Rnn NotebooksRNN(SimpleRNN, LSTM, GRU) Tensorflow2.0 & Keras Notebooks (Workshop materials)
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AilearningAiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
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Char rnn lm zhlanguage model in Chinese,基于Pytorch官方文档实现
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Time AttentionImplementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971
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Transformer-TransducerPyTorch implementation of "Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss" (ICASSP 2020)
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Pytorch Pos TaggingA tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
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Lstm chemImplementation of the paper - Generative Recurrent Networks for De Novo Drug Design.
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See RnnRNN and general weights, gradients, & activations visualization in Keras & TensorFlow
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Linear Attention Recurrent Neural NetworkA recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)
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myDLDeep Learning
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StylenetA cute multi-layer LSTM that can perform like a human 🎶
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Rnn For Joint NluPytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
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Pytorch Image Comp RnnPyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks
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DrowsyDriverDetectionThis is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.
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KprnReasoning Over Knowledge Graph Paths for Recommendation
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Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
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NlstmNested LSTM Cell
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LightnetEfficient, transparent deep learning in hundreds of lines of code.
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DeepjazzDeep learning driven jazz generation using Keras & Theano!
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EspnetEnd-to-End Speech Processing Toolkit
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kosrKorean speech recognition based on transformer (트랜스포머 기반 한국어 음성 인식)
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ArrayLSTMGPU/CPU (CUDA) Implementation of "Recurrent Memory Array Structures", Simple RNN, LSTM, Array LSTM..
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wav2letterFacebook AI Research's Automatic Speech Recognition Toolkit
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dltfHands-on in-person workshop for Deep Learning with TensorFlow
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tf-ran-cellRecurrent Additive Networks for Tensorflow
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ConvLSTM-PyTorchConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST
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EBIM-NLIEnhanced BiLSTM Inference Model for Natural Language Inference
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lstm harLSTM based human activity recognition using smart phone sensor dataset
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