Concise Ipython Notebooks For Deep LearningIpython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
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ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
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50 Days Of MlA day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects
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DistillerNeural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
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Deep Math Machine Learning.aiA blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
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Tensorflow Deep LearningAll course materials for the Zero to Mastery Deep Learning with TensorFlow course.
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RadRAD: Reinforcement Learning with Augmented Data
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Deep Learning Time SeriesList of papers, code and experiments using deep learning for time series forecasting
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Speech Emotion AnalyzerThe neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
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All Classifiers 2019A collection of computer vision projects for Acute Lymphoblastic Leukemia classification/early detection.
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Hey JetsonDeep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.
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Traffic Sign DetectionTraffic Sign Detection. Code for the paper entitled "Evaluation of deep neural networks for traffic sign detection systems".
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Andrew Ng NotesThis is Andrew NG Coursera Handwritten Notes.
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Mixup GeneratorAn implementation of "mixup: Beyond Empirical Risk Minimization"
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Attention is all you needTransformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.
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CardioCardIO is a library for data science research of heart signals
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DocsTensorFlow documentation
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Tensorflow BookAccompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
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Gans In ActionCompanion repository to GANs in Action: Deep learning with Generative Adversarial Networks
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SaliencyTensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques
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ServenetService Classification based on Service Description
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KalasalingamIEEE "Invited Talk on Deep Learning" 03/02/2018
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DensedepthHigh Quality Monocular Depth Estimation via Transfer Learning
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Motion SenseMotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)
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Tensorflow 101中文的 tensorflow tutorial with jupyter notebooks
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Multihead Siamese NetsImplementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
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GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
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LearnopencvLearn OpenCV : C++ and Python Examples
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StarnetStarNet
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Link PredictionRepresentation learning for link prediction within social networks
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Dlwpt CodeCode for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
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Dlpython courseПримеры для курса "Программирование глубоких нейронных сетей на Python"
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Snap N EatFood detection and recommendation with deep learning
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Cascaded FcnSource code for the MICCAI 2016 Paper "Automatic Liver and Lesion Segmentation in CT Using Cascaded Fully Convolutional NeuralNetworks and 3D Conditional Random Fields"
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DabData Augmentation by Backtranslation (DAB) ヽ( •_-)ᕗ
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Pytorch VdsrVDSR (CVPR2016) pytorch implementation
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GlassesHigh-quality Neural Networks for Computer Vision 😎
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Generative ModelsAnnotated, understandable, and visually interpretable PyTorch implementations of: VAE, BIRVAE, NSGAN, MMGAN, WGAN, WGANGP, LSGAN, DRAGAN, BEGAN, RaGAN, InfoGAN, fGAN, FisherGAN
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Deepsvg[NeurIPS 2020] Official code for the paper "DeepSVG: A Hierarchical Generative Network for Vector Graphics Animation". Includes a PyTorch library for deep learning with SVG data.
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Stock Analysis EngineBacktest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
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Keras Idiomatic ProgrammerBooks, Presentations, Workshops, Notebook Labs, and Model Zoo for Software Engineers and Data Scientists wanting to learn the TF.Keras Machine Learning framework
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MagnetDeep Learning Projects that Build Themselves
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Tf Keras SurgeonPruning and other network surgery for trained TF.Keras models.
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Deepfake DetectionDeepFake Detection: Detect the video is fake or not using InceptionResNetV2.
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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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Deep SteganographyHiding Images within other images using Deep Learning
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Dl Colab NotebooksTry out deep learning models online on Google Colab
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ElemnetDeep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction
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