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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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MicrogradA tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
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MathstatscodeCodes for my mathematical statistics course
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AlgobookA beginner-friendly project to help you in open-source contributions. Data Structures & Algorithms in various programming languages Please leave a star ⭐ to support this project! ✨
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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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ContactposeLarge dataset of hand-object contact, hand- and object-pose, and 2.9 M RGB-D grasp images.
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Keras Mnist TutorialFor a mini tutorial at U of T, a tutorial on MNIST classification in Keras.
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2013 fall astr599Content for my Astronomy 599 Course: Intro to scientific computing in Python
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Sound localization algorithmsClassical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
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Deeplearningbook NotesNotes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
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DoodlenetA doodle classifier(CNN), trained on all 345 categories from Quickdraw dataset.
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Repo 2019BERT, AWS RDS, AWS Forecast, EMR Spark Cluster, Hive, Serverless, Google Assistant + Raspberry Pi, Infrared, Google Cloud Platform Natural Language, Anomaly detection, Tensorflow, Mathematics
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RwetNotebooks and other materials for Reading and Writing Electronic Text
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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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Colour DemosaicingCFA (Colour Filter Array) Demosaicing Algorithms for Python
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TutorialsDEPRECATED - DO NOT USE
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SandboxPlay time!
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InferpyInferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
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One Network Many UsesFour-in-one deep network: image search, image captioning, similar words and similar images using a single model
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Deep ListeningDeep Learning experiments for audio classification
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