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Repo 2016R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
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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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CornacA Comparative Framework for Multimodal Recommender Systems
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DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
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StockpricepredictionStock Price Prediction using Machine Learning Techniques
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See RnnRNN and general weights, gradients, & activations visualization in Keras & TensorFlow
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Deep GenerationI used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.
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MagnitudeA fast, efficient universal vector embedding utility package.
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Numpy MlMachine learning, in numpy
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CarskitJava-Based Context-aware Recommendation Library
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JlmA fast LSTM Language Model for large vocabulary language like Japanese and Chinese
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Seldon ServerMachine Learning Platform and Recommendation Engine built on Kubernetes
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Lstms.pthPyTorch implementations of LSTM Variants (Dropout + Layer Norm)
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Char Rnn ChineseMulti-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.
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TagrecTowards A Standardized Tag Recommender Benchmarking Framework
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Datastories Semeval2017 Task4Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
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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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Dna2vecdna2vec: Consistent vector representations of variable-length k-mers
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Midi RnnGenerate monophonic melodies with machine learning using a basic LSTM RNN
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Ml ProjectsML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
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Chinese Chatbot中文聊天机器人,基于10万组对白训练而成,采用注意力机制,对一般问题都会生成一个有意义的答复。已上传模型,可直接运行,跑不起来直播吃键盘。
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Recsys计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
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ScattertextBeautiful visualizations of how language differs among document types.
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RivalRiVal recommender system evaluation toolkit
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Graph NetworksA list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined
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Skip Thoughts.torchPorting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7
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