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Theano lstm🔬 Nano size Theano LSTM module
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Stock Prediction ModelsGathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
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Stock Trading MlA stock trading bot that uses machine learning to make price predictions.
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Image CaptioningImage Captioning using InceptionV3 and beam search
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Tensorflow TutorialSome interesting TensorFlow tutorials for beginners.
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Multi Class Text Classification Cnn RnnClassify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.
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ThesemicolonThis repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.
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Chainer Rnn NerNamed Entity Recognition with RNN, implemented by Chainer
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BasicocrBasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。
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Ner LstmNamed Entity Recognition using multilayered bidirectional LSTM
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Bcdu NetBCDU-Net : Medical Image Segmentation
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Getting Things Done With PytorchJupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
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KrakenOCR engine for all the languages
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Lstm FcnCodebase for the paper LSTM Fully Convolutional Networks for Time Series Classification
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Cnn lstm ctc ocrTensorflow-based CNN+LSTM trained with CTC-loss for OCR
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Cs291k🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models
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Text ClassificationImplementation of papers for text classification task on DBpedia
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Pytorch NtmNeural Turing Machines (NTM) - PyTorch Implementation
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Music2danceGenerating Dance steps for given music with deep learning
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Ad examplesA collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.
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Actionaicustom human activity recognition modules by pose estimation and cascaded inference using sklearn API
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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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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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Handwriting GenerationImplementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).
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Deep Learning Time SeriesList of papers, code and experiments using deep learning for time series forecasting
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Predictive Maintenance Using LstmExample of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
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Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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SpagoSelf-contained Machine Learning and Natural Language Processing library in Go
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Ner Lstm CrfAn easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.
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Seq2seq ChatbotChatbot in 200 lines of code using TensorLayer
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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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Qa使用深度学习算法实现的中文问答系统
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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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Ml5 LibraryFriendly machine learning for the web! 🤖
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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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Musical Neural NetTrain an LSTM to generate piano or violin/piano music.
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Neural Image CaptioningImplementation of Neural Image Captioning model using Keras with Theano backend
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StockpricepredictionStock Price Prediction using Machine Learning Techniques
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DancenetDanceNet -💃💃Dance generator using Autoencoder, LSTM and Mixture Density Network. (Keras)
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