Repo 2016R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
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AE-CNNICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset
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DanmfA sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
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visualqcVisualQC : assistive tool to ease the quality control workflow of neuroimaging data.
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Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
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Practical rlA course in reinforcement learning in the wild
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SESF-FuseSESF-Fuse: An Unsupervised Deep Model for Multi-Focus Image Fusion
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SymJAXDocumentation:
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Iris PythonCollection of iris classifcation program for teaching purpose
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Brain-MRI-SegmentationSmart India Hackathon 2019 project given by the Department of Atomic Energy
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TarsA deep generative model library in Theano and Lasagne
Stars: ✭ 61 (+7.02%)
Feel The KernGenerating proportional fonts with deep learning
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SplitbrainautoSplit-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction. In CVPR, 2017.
Stars: ✭ 137 (+140.35%)
Alphazero gomokuAn implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
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LivianetThis repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"
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DeepoSetup and customize deep learning environment in seconds.
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AgentnetDeep Reinforcement Learning library for humans
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Deep Learning PythonIntro to Deep Learning, including recurrent, convolution, and feed forward neural networks.
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PsganPeriodic Spatial Generative Adversarial Networks
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SemiDenseNetRepository containing the code of one of the networks that we employed in the iSEG Grand MICCAI Challenge 2017, infant brain segmentation.
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CalcConvolutional Autoencoder for Loop Closure
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TybaltTraining and evaluating a variational autoencoder for pan-cancer gene expression data
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Basic nns in frameworksseveral basic neural networks[mlp, autoencoder, CNNs, recurrentNN, recursiveNN] implements under several NN frameworks[ tensorflow, pytorch, theano, keras]
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All About The GanAll About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
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PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
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seq2seq-autoencoderTheano implementation of Sequence-to-Sequence Autoencoder
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MRQyMRQy is a quality assurance and checking tool for quantitative assessment of magnetic resonance imaging (MRI) data.
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neurdicomRESTful PACS server with plugins
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Practical dlDL course co-developed by YSDA, HSE and Skoltech
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mrnetBuilding an ACL tear detector to spot knee injuries from MRIs with PyTorch (MRNet)
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rnn benchmarksRNN benchmarks of pytorch, tensorflow and theano
Stars: ✭ 85 (+49.12%)
DETRegOfficial implementation of the CVPR 2022 paper "DETReg: Unsupervised Pretraining with Region Priors for Object Detection".
Stars: ✭ 273 (+378.95%)
libsrcnnSuper-Resolution imaging with Convolutional Neural Network library for G++, Non-OpenCV model.
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day2nightImage2Image Translation Research
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go-dicomDICOM parser for golang
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USOT[ICCV2021] Learning to Track Objects from Unlabeled Videos
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BrainyBrainy is a virtual MRI analyzer. Just upload the MRI scan file and get 3 different classes of tumors detected and segmented. In Beta.
Stars: ✭ 29 (-49.12%)
deepOFTensorFlow implementation for "Guided Optical Flow Learning"
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sutton-barto-rl-exercises📖Learning reinforcement learning by implementing the algorithms from reinforcement learning an introduction
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covid19.MIScnnRobust Chest CT Image Segmentation of COVID-19 Lung Infection based on limited data
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VAENAR-TTSPyTorch Implementation of VAENAR-TTS: Variational Auto-Encoder based Non-AutoRegressive Text-to-Speech Synthesis.
Stars: ✭ 66 (+15.79%)
mcSIMCode for running a multicolor structured illumination microscopy (SIM) experiment using a DLP6500 digital micromirror device (DMD) and performing SIM reconstruction.
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M-NMFAn implementation of "Community Preserving Network Embedding" (AAAI 2017)
Stars: ✭ 119 (+108.77%)
GATEThe implementation of "Gated Attentive-Autoencoder for Content-Aware Recommendation"
Stars: ✭ 65 (+14.04%)
cornerstone widgetA jupyter widget for the cornerstone library to make showing flashy images with nice tools easier.
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bihmBidirectional Helmholtz Machines
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Magic-VNetVNet for 3d volume segmentation
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LabelPropagationA NetworkX implementation of Label Propagation from a "Near Linear Time Algorithm to Detect Community Structures in Large-Scale Networks" (Physical Review E 2008).
Stars: ✭ 101 (+77.19%)