DatascienceprojectsThe code repository for projects and tutorials in R and Python that covers a variety of topics in data visualization, statistics sports analytics and general application of probability theory.
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Example ScriptsExample Machine Learning Scripts for Numerai's Tournament
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Lrp toolboxThe LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.
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Text summarization with tensorflowImplementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.
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Tensorflow notesTensorflow notes
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Dataviz With Python And JsThe accompanying files for the book 'Dataviz with Python and JavaScript'
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Tf VqvaeTensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).
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Gan TutorialSimple Implementation of many GAN models with PyTorch.
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Poretoolsa toolkit for working with Oxford nanopore data
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Set transformerPytorch implementation of set transformer
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Theano TutorialA collection of tutorials on neural networks, using Theano
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Ml From Scratch机器学习算法 基于西瓜书以及《统计学习方法》,当然包括DL。
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Image classification with 5 methodsCompared performance of KNN, SVM, BPNN, CNN, Transfer Learning (retrain on Inception v3) on image classification problem. CNN is implemented with TensorFlow
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Lstm Crf Medical构建医疗实体识别的模型,包含词典和语料标注,基于python构建
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18s09618.S096 three-week course at MIT
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Dat7General Assembly's Data Science course in Washington, DC
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