Ilearndeeplearning.pyThis repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.
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Easy YoloYolo (Real time object detection) model training tutorial with deep learning neural networks
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Practical Deep Learning BookOfficial code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
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Vgg19 with tensorflowAn easy implement of VGG19 with tensorflow, which has a detailed explanation.
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Deep Tutorials For PytorchIn-depth tutorials for implementing deep learning models on your own with PyTorch.
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Nn🧑🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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Deeplearning.aideeplearning.ai , By Andrew Ng, All video link
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Python autocompleteUse Transformers and LSTMs to learn Python source code
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Openvino Custom LayersTutorial for Using Custom Layers with OpenVINO (Intel Deep Learning Toolkit)
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Protobuf-DreamerA tiled DeepDream project for creating any size of image, on both CPU and GPU
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DeeplearningThis repository will contain the example detailed codes of Tensorflow and Keras, This repository will be useful for Deep Learning staters who find difficult to understand the example codes
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NumpydlDeep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.
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python autocompleteUse Transformers and LSTMs to learn Python source code
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Alexnet with tensorflowan implement of AlexNet with tensorflow, which has a detailed explanation.
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TrainyourownyoloTrain a state-of-the-art yolov3 object detector from scratch!
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Pytorch Neural Style TransferReconstruction of the original paper on neural style transfer (Gatys et al.). I've additionally included reconstruction scripts which allow you to reconstruct only the content or the style of the image - for better understanding of how NST works.
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Gluon ApiA clear, concise, simple yet powerful and efficient API for deep learning.
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neural-dreamPyTorch implementation of DeepDream algorithm
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Machine Learning AlgorithmsA curated list of almost all machine learning algorithms and deep learning algorithms grouped by category.
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Ml GlossaryMachine learning glossary
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deep-blueberryIf you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
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The Incredible PytorchThe Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
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Dive Into Dl Pytorch本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
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KalasalingamIEEE "Invited Talk on Deep Learning" 03/02/2018
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deep-dream-pytorchPytorch implementation of DeepDream on VGG16 Network
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KurDescriptive Deep Learning
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Ufldl tutorialStanford Unsupervised Feature Learning and Deep Learning Tutorial
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WordgcnACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
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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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AndroidtensorflowmnistexampleAndroid TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
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lectures-allCentral repository for all lectures on deep learning at UPC ETSETB TelecomBCN.
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Machine learning lecturesCollection of lectures and lab lectures on machine learning and deep learning. Lab practices in Python and TensorFlow.
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Tensorflow-MLDifferent machine learning algorithms implementation in Tensorflow
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cnn-visualization-keras-tf2Filter visualization, Feature map visualization, Guided Backprop, GradCAM, Guided-GradCAM, Deep Dream
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DeepDreamGenerative deep learning: DeepDream
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