Bayesian Machine LearningNotebooks about Bayesian methods for machine learning
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Pymc3 vs pystanPersonal project to compare hierarchical linear regression in PyMC3 and PyStan, as presented at http://pydata.org/london2016/schedule/presentation/30/ video: https://www.youtube.com/watch?v=Jb9eklfbDyg
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DapperData Assimilation with Python: a Package for Experimental Research
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Rethinking PyroStatistical Rethinking with PyTorch and Pyro
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Bayesian Analysis RecipesA collection of Bayesian data analysis recipes using PyMC3
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Probabilistic Programming And Bayesian Methods For Hackersaka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
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Bayesian Cognitive Modeling In Pymc3PyMC3 codes of Lee and Wagenmakers' Bayesian Cognitive Modeling - A Pratical Course
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ProbabilityProbabilistic reasoning and statistical analysis in TensorFlow
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Edward2A simple probabilistic programming language.
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EdwardA probabilistic programming language in TensorFlow. Deep generative models, variational inference.
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DeepbayesBayesian methods in deep learning Summer School
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LovebeatSuper simple heartbeat and metrics monitoring
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Dl Twitch SeriesNotebook from the Deep Learning Twitch Series on AWS (https://twitch.tv/aws)
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Banti telugu ocrEnd to end OCR system for Telugu. Based on Convolutional Neural Networks.
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NotebooksSample Notebooks for PipelineAI
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Pyhowfun🌻 提供一系列的 Python 教學,讓初學者或是有程式基礎的人,快速融入 Python 的世界
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Computervision RecipesBest Practices, code samples, and documentation for Computer Vision.
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