Avsr Deep SpeechGoogle Summer of Code 2017 Project: Development of Speech Recognition Module for Red Hen Lab
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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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DeeptranslitEfficient and easy to use transliteration for Indian languages
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Keras LmuKeras implementation of Legendre Memory Units
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Char Rnn KerasTensorFlow implementation of multi-layer recurrent neural networks for training and sampling from texts
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Siamese LstmSiamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.
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MmkbSeveral data modalities for KBs (visual, numerical, temporal, etc.)
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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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Boilerplate Dynet Rnn LmBoilerplate code for quickly getting set up to run language modeling experiments
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Lstm AutoencodersAnomaly detection for streaming data using autoencoders
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Rnn Text Classification TfTensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
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Attentive Neural Processesimplementing "recurrent attentive neural processes" to forecast power usage (w. LSTM baseline, MCDropout)
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CrslabCRSLab is an open-source toolkit for building Conversational Recommender System (CRS).
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Tensorflow NlpNLP and Text Generation Experiments in TensorFlow 2.x / 1.x
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A RecsysA Tensorflow based implicit recommender system
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Theano Kaldi RnnTHEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.
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Pytorch NlpBasic Utilities for PyTorch Natural Language Processing (NLP)
Stars: ✭ 1,996 (+807.27%)
KobeSource code and dataset for KDD 2019 paper "Towards Knowledge-Based Personalized Product Description Generation in E-commerce"
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SarcasmdetectionSarcasm detection on tweets using neural network
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SensegramMaking sense embedding out of word embeddings using graph-based word sense induction
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Skip Thoughts.torchPorting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
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Hdc.caffeComplete Code for "Hard-Aware-Deeply-Cascaded-Embedding"
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Keras Textclassification中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Stars: ✭ 914 (+315.45%)
Awesome Mad ScienceDelightful npm packages that make you say "wow, didn't know that was possible!"
Stars: ✭ 909 (+313.18%)
Pytorch SublstmsubLSTMs for pytorch from Cortical microcircuits as gated-recurrent neural networks
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AmpligraphPython library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
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Deep MihashCode for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)
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VerseReference implementation of the paper VERSE: Versatile Graph Embeddings from Similarity Measures
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Neural Image CaptioningImplementation of Neural Image Captioning model using Keras with Theano backend
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JptdpNeural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)
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Open Semantic Entity Search ApiOpen Source REST API for named entity extraction, named entity linking, named entity disambiguation, recommendation & reconciliation of entities like persons, organizations and places for (semi)automatic semantic tagging & analysis of documents by linked data knowledge graph like SKOS thesaurus, RDF ontology, database(s) or list(s) of names
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Kbqa Bert基于知识图谱的问答系统,BERT做命名实体识别和句子相似度,分为online和outline模式
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Mnist ClassificationPytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
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Query2boxQuery2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings
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KglabGraph-Based Data Science: an abstraction layer in Python for building knowledge graphs, integrated with popular graph libraries – atop Pandas, RDFlib, pySHACL, RAPIDS, NetworkX, iGraph, PyVis, pslpython, pyarrow, etc.
Stars: ✭ 98 (-55.45%)
CaptcharecognitionEnd-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别
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Up Down CaptionerAutomatic image captioning model based on Caffe, using features from bottom-up attention.
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Vae SeqVariational Auto-Encoders in a Sequential Setting.
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ArnetCVPR 2018 - Regularizing RNNs for Caption Generation by Reconstructing The Past with The Present
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