Deep Learning V2 PytorchProjects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
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Seq2seq ChatbotChatbot in 200 lines of code using TensorLayer
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tiny-rnnLightweight C++11 library for building deep recurrent neural networks
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XEDXED multilingual emotion datasets
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SpectrumSpectrum is an AI that uses machine learning to generate Rap song lyrics
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Patient2VecPatient2Vec: A Personalized Interpretable Deep Representation of the Longitudinal Electronic Health Record
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keras-deep-learningVarious implementations and projects on CNN, RNN, LSTM, GAN, etc
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Flow ForecastDeep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
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lstm-mathNeural network that solves math equations on the character level
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Ner blstm CrfLSTM-CRF for NER with ConLL-2002 dataset
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StocktalkData collection tool for social media analytics
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totally humansrnn trained on r/totallynotrobots 🤖
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Handwriting GenerationImplementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
Stars: ✭ 361 (+319.77%)
Stock Prediction ModelsGathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Stars: ✭ 4,660 (+5318.6%)
Speech-RecognitionEnd-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
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Aspect-Based-Sentiment-AnalysisA python program that implements Aspect Based Sentiment Analysis classification system for SemEval 2016 Dataset.
Stars: ✭ 57 (-33.72%)
sentiment-thermometerMeasure the sentiment towards a word, name or sentence on social networks
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fawkes🚀🚀 Fetch, parse, categorize, summarize user reviews 🚀🚀
Stars: ✭ 83 (-3.49%)
Lstm rnn tutorials with demoLSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
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knowledge-graph-nlp-in-action从模型训练到部署,实战知识图谱(Knowledge Graph)&自然语言处理(NLP)。涉及 Tensorflow, Bert+Bi-LSTM+CRF,Neo4j等 涵盖 Named Entity Recognition,Text Classify,Information Extraction,Relation Extraction 等任务。
Stars: ✭ 58 (-32.56%)
Gym ContinuousdoubleauctionA custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
Stars: ✭ 50 (-41.86%)
virnetVirNet: A deep attention model for viral reads identification
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soanSocial Analysis based on Whatsapp data
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Textblob ArArabic support for textblob
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QuestionClusteringClasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY
Stars: ✭ 15 (-82.56%)
Ner Lstm CrfAn easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.
Stars: ✭ 337 (+291.86%)
sentistrength idSentiment Strength Detection in Bahasa Indonesia
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Harvesttext文本挖掘和预处理工具(文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等),无监督或弱监督方法
Stars: ✭ 956 (+1011.63%)
theano-recurrenceRecurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano
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ArSarcasmThis repository contains the Arabic sarcasm dataset (ArSarcasm)
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Ai Reading MaterialsSome of the ML and DL related reading materials, research papers that I've read
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AttentionRepository for Attention Algorithm
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Stock Trading MlA stock trading bot that uses machine learning to make price predictions.
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pystocklibPython library to Fetch & Analyze Stock Market data.
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Qa RankitQA - Answer Selection (Rank candidate answers for a given question)
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Scon-ABSA[CIKM 2021] Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning
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SentimentrDictionary based sentiment analysis that considers valence shifters
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Tf Lstm Crf BatchTensorflow-LSTM-CRF tool for Named Entity Recognizer
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Tf Rnn AttentionTensorflow implementation of attention mechanism for text classification tasks.
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vista-netCode for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19
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AutoSleepScorerAn open-source sleep stage classification Python package
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Text ClassificationImplementation of papers for text classification task on DBpedia
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