ResourcesPyMC3 educational resources
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PygtcMake a sweet giant triangle confusogram (GTC) plot
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DetectiontutorialspacenetThis is a tutorial on training a network to detect buildings with the SpaceNet data.
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AnatomyofmatplotlibAnatomy of Matplotlib -- tutorial developed for the SciPy conference
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Network evaluation toolsPython 2.7 package with examples for evaluating a network's ability to group a given node set in network proximity.
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Repro Zoo 2018Reproduced papers from the Reproducibility Zoo
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ThreaderEasy Twitter threads with Python
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Proj5 climate changePromoting Positive Climate Change Conversations via Twitter
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Openmined demoThis is the code for "How Do We Democratize Access to Data?" by Siraj Raval on Youtube
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DatadoubleconfirmSimple datasets and notebooks for data visualization, statistical analysis and modelling - with write-ups here: http://projectosyo.wix.com/datadoubleconfirm.
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WpthermlPioneering the design of materials to harness heat.
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Tf Keras SurgeonPruning and other network surgery for trained TF.Keras models.
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Sgdoptim.jlA julia package for Gradient Descent and Stochastic Gradient Descent
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Spml4dmStatistics and Machine Learning for Data Mining
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AvContains solutions to AV competitions
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LreNIST Language i-vector Machine Learning Challenge
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Abd Course materials for Advanced Binary Deobfuscation by NTT Secure Platform Laboratories
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Pycon2016PyCon code and presentation
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SeempsSelf-explaining Matrix Product States library in Python
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Coop CutCooperative Cut is a Markov Random Field inference method with high-order edge potentials.
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Ml portofolioThis repo will contain my machine learning projects.
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Snalu.pytorchImplementation of Signed NALU & NAC for all real numbers in PyTorch.
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Ridge Directed Ring DetectorRobust and highly performant ring detection algorithm for 3d particle tracking using 2d microscope imaging
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MppcaMixtures of Probabilistic Principal Component Analysers implementation in python
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Nano281Data Science for Materials Science
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Nla2015The main github repository for NLA2015 course
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Machine Learning Starter KitThe fastest way for developers and managers to gain practical ML knowledge and to apply it to their own projects.
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Atari1-step Q Learning from the paper "Asynchronous Methods for Deep Reinforcement Learning"
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Strata dataA repo of sample data for our PyData Tutorial!
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Syntree2vecAn algorithm to augment syntactic hierarchy into word embeddings
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Nlp courseYSDA course in Natural Language Processing
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Ismir2016Instructions for reproducing the research described in the paper "Tempo Estimation for Music Loops and a Simple Confidence Measure"
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