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Embedding As ServiceOne-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
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Tutorial separationThis repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.
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Reinforcementlearning AtarigamePytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
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DeephyperDeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
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Kddcup 20206th Solution for 2020-KDDCUP Debiasing Challenge
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JfasttextJava interface for fastText
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Deep Survey Text ClassificationThe project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.
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WordvectorsPre-trained word vectors of 30+ languages
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OnnxOpen standard for machine learning interoperability
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FmgKDD17_FMG
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Slick DnnTiny and elegant deep learning library
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Stock Price PredictorThis project seeks to utilize Deep Learning models, Long-Short Term Memory (LSTM) Neural Network algorithm, to predict stock prices.
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ArtnetAppearance-and-Relation Networks
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OrionAsynchronous Distributed Hyperparameter Optimization.
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NumpydlDeep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
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Speech Recognition Neural NetworkThis is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
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DeepcpgDeep neural networks for predicting CpG methylation
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Adversarialdnn PlaygroundVizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
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Textfeatures👷♂️ A simple package for extracting useful features from character objects 👷♀️
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