MltutorialMachine Learning Tutorial in IPython Notebooks
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Gocnnusing CNN to do move prediction and board evaluation for the board game Go
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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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MicrogradA tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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Glmm In PythonGeneralized linear mixed-effect model in Python
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EewpythonA series of Jupyter notebook to learn Google Earth Engine with Python
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Deep LearningThis repository contains Deep Learning examples using Tensorflow. This repository will be useful for Deep Learning starters who find difficulty in understanding the example codes.
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Sound localization algorithmsClassical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
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CitylearnOfficial reinforcement learning environment for demand response and load shaping
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Siamese netThis package shows how to train a siamese network using Lasagne and Theano and includes network definitions for state-of-the-art networks including: DeepID, DeepID2, Chopra et. al, and Hani et. al. We also include one pre-trained model using a custom convolutional network.
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Reptile PytorchA PyTorch implementation of OpenAI's REPTILE algorithm
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2013 fall astr599Content for my Astronomy 599 Course: Intro to scientific computing in Python
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TutorialsDEPRECATED - DO NOT USE
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WaterfallAn easy to use waterfall chart function for Python
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PyviPython Vietnamese Core NLP Toolkit
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3dmm FittingFit 3DMM to front and side face images simultaneously.
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Attic ClimateMirror of Apache Open Climate Workbench
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Mml CompanionThis is a companion to the ‘Mathematical Foundations’ section of the book, Mathematics for Machine Learning by Marc Deisenroth, Aldo Faisal and Cheng Ong, written in python for Jupyter Notebook.
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BreakthroughUC Berkeley's software and documentation for Breakthrough Listen data
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Cmapsuser defined colormaps in matplotlib.
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Nlp estimator tutorialEducational material on using the TensorFlow Estimator framework for text classification
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