Data ScienceToda semana um novo material estará disponível para guiar no estudo de ciência de dados =)
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Dstl unetDstl Satellite Imagery Feature Detection
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IntrodatascienceNotes on Data Science. 数理统计、机器学习和数据编程的学习笔记。
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Parallel ml tutorialTutorial on scikit-learn and IPython for parallel machine learning
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Algorithms IlluminatedMy notes for Tim Roughgarden's awesome course on Algorithms and his 4 part books
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ContactposeLarge dataset of hand-object contact, hand- and object-pose, and 2.9 M RGB-D grasp images.
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BlogSource code for my personal blog
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Rcnn Text ClassificationTensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
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Theseus growthTheseus is a Python library for cohort analysis
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TriageGeneral Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems
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SnnsTutorials and implementations for "Self-normalizing networks"
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Helm ChartA store of Helm chart tarballs for deploying JupyterHub and BinderHub on a Kubernetes cluster
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Part reidCode for ICCV2017 paper: Deeply-Learned Part-Aligned Representations for Person Re-Identification
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Ebookml srcSource code in ebook Machine Learning
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2013 fall astr599Content for my Astronomy 599 Course: Intro to scientific computing in Python
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Learn jupyterThis is a jupyter practical tutorial. Welcome to edit together!
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Rethinking PyroStatistical Rethinking with PyTorch and Pyro
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TrustscoreTo Trust Or Not To Trust A Classifier. A measure of uncertainty for any trained (possibly black-box) classifier which is more effective than the classifier's own implied confidence (e.g. softmax probability for a neural network).
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PybatfishPython client for Batfish: https://github.com/batfish/batfish
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Conversationai ModelsA repository to house model building experiments and tools that are part of the Conversation AI effort.
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Torch npsspytorch implementation of Neural Parametric Singing Synthesizer 歌声合成
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Pyrosetta.notebooksJupyter Notebooks for learning the PyRosetta platform for biomolecular structure prediction and design
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EmpCode repository of the Earth Microbiome Project.
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Neural ProcessesPytorch implementation of Neural Processes for functions and images 🎆
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Dat8General Assembly's 2015 Data Science course in Washington, DC
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Skills MlData Processing and Machine learning methods for the Open Skills Project
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Capsule GanCode for my Master thesis on "Capsule Architecture as a Discriminator in Generative Adversarial Networks".
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Reptile PytorchA PyTorch implementation of OpenAI's REPTILE algorithm
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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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Deep Auto Punctuationa pytorch implementation of auto-punctuation learned character by character
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Code VaultCollection of useful notebooks and snippets
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Pytorch Model ZooA collection of deep learning models implemented in PyTorch
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