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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CitylearnOfficial reinforcement learning environment for demand response and load shaping
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MltutorialMachine Learning Tutorial in IPython Notebooks
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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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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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Reptile PytorchA PyTorch implementation of OpenAI's REPTILE algorithm
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Laplacians.jlAlgorithms inspired by graph Laplacians: linear equation solvers, sparsification, clustering, optimization, etc.
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EewpythonA series of Jupyter notebook to learn Google Earth Engine with Python
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Ghost Free Shadow Removal[AAAI 2020] Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
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Glmm In PythonGeneralized linear mixed-effect model in 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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2013 fall astr599Content for my Astronomy 599 Course: Intro to scientific computing in Python
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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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GumbelGumbel-Softmax Variational Autoencoder with Keras
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Nlp estimator tutorialEducational material on using the TensorFlow Estimator framework for text classification
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Abstractive SummarizationImplementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
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Poppy Ergo Jr🤖 Poppy Ergo Jr is an open-source robotic arm based on modular 3D printed conception and low-cost XL-320 motors.
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Sound localization algorithmsClassical algorithms of sound source localization with beamforming, TDOA and high-resolution spectral estimation.
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SlicerjupyterExtension for 3D Slicer that allows the application to be used from Jupyter notebook
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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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Ipyexperimentsjupyter/ipython experiment containers for GPU and general RAM re-use
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NcnetPyTorch code for Neighbourhood Consensus Networks
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MathstatscodeCodes for my mathematical statistics course
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Insightface Just WorksInsightface face detection and recognition model that just works out of the box.
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DoodlenetA doodle classifier(CNN), trained on all 345 categories from Quickdraw dataset.
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PrivatemlVarious material around private machine learning, some associated with blog
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Robust Detection BenchmarkCode, data and benchmark from the paper "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming" (NeurIPS 2019 ML4AD)
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Gocnnusing CNN to do move prediction and board evaluation for the board game Go
Stars: ✭ 130 (-2.26%)
IpycytoscapeA Cytoscape Jupyter widget
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Clockwork FcnClockwork Convnets for Video Semantic Segmenation
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GrafOfficial code release for "GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis"
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Deeplearningbook NotesNotes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)
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Colour DemosaicingCFA (Colour Filter Array) Demosaicing Algorithms for 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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Ml hacksПриёмы в машинном обучении
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SaxpySymbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python
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TutorialsDEPRECATED - DO NOT USE
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DataminingnotebooksThis is a collection of iPython notebooks from my course on data mining. Data used in the notebooks can be downloaded from the given links in the notebooks.
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Deep ListeningDeep Learning experiments for audio classification
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WaterfallAn easy to use waterfall chart function for Python
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