Retail Demo StoreAWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases
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MonthofjuliaSome code examples gathered during my Month of Julia.
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Pydata BookMaterials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
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Aleph starReinforcement learning with A* and a deep heuristic
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Deeplearning ModelsA collection of various deep learning architectures, models, and tips
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Box Plots SklearnAn implementation of some of the tools used by the winner of the box plots competition using scikit-learn.
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Hardware introductionWhat scientific programmers must know about CPUs and RAM to write fast code.
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Pytorch Handbookpytorch handbook是一本开源的书籍,目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门,其中包含的Pytorch教程全部通过测试保证可以成功运行
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WindroseA Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution
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Emnlp 2019 PapersStatistics and Accepted paper list with arXiv link of EMNLP-IJCNLP 2019
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Decaf ReleaseDecaf is DEPRECATED! Please visit http://caffe.berkeleyvision.org/ for Caffe, the new framework that has all the good things: GPU computation, full train/test scripts, native C++, and an active community!
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DexplotSimple plotting library that wraps Matplotlib and integrated with DataFrames
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DeeptexturesCode to synthesise textures using convolutional neural networks as described in Gatys et al. 2015 (http://arxiv.org/abs/1505.07376)
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FlamlA fast and lightweight AutoML library.
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Jsturbo.js - perform massive parallel computations in your browser with GPGPU.
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Gluon ApiA clear, concise, simple yet powerful and efficient API for deep learning.
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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 stock predictionThis is an LSTM stock prediction using Tensorflow with Keras on top.
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Pytorch Vgg Cifar10This is the PyTorch implementation of VGG network trained on CIFAR10 dataset
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OsumapperAn automatic beatmap generator using Tensorflow / Deep Learning.
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Gan TutorialSimple Implementation of many GAN models with PyTorch.
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Highres NetPytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition.
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Dlwpt CodeCode for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
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Blazeface PytorchThe BlazeFace face detector model implemented in PyTorch
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Theano TutorialA collection of tutorials on neural networks, using Theano
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Numerical Linear Algebra V2Jupyter Notebooks for Computational Linear Algebra course, taught summer 2018 in USF MSDS program
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18s09618.S096 three-week course at MIT
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Mlapp cn code《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。
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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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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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Delf PytorchPyTorch Implementation of "Large-Scale Image Retrieval with Attentive Deep Local Features"
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ExamplesHome for Elasticsearch examples available to everyone. It's a great way to get started.
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LasioPython library for reading and writing well data using Log ASCII Standard (LAS) files
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Yolo Digit DetectorImplemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.
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Source separationDeep learning based speech source separation using Pytorch
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Pytorch Vq VaePyTorch implementation of VQ-VAE by Aäron van den Oord et al.
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Python SonicProgramming Music with Python, Sonic Pi and Supercollider
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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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ConceptualsearchTrain a Word2Vec model or LSA model, and Implement Conceptual Search\Semantic Search in Solr\Lucene - Simon Hughes Dice.com, Dice Tech Jobs
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Yolo SeriesA series of notebooks describing how to use YOLO (darkflow) in python
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DeeplearningcoursecodesNotes, Codes, and Tutorials for the Deep Learning Course <which I taught at ChinaHadoop>
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