CodesearchnetDatasets, tools, and benchmarks for representation learning of code.
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Gdax Orderbook MlApplication of machine learning to the Coinbase (GDAX) orderbook
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PerceptualimageerrorA metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).
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MaxCode for reproducing experiments in Model-Based Active Exploration, ICML 2019
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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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Bidaf KerasBidirectional Attention Flow for Machine Comprehension implemented in Keras 2
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EasyocrReady-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
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SeganA PyTorch implementation of SEGAN based on INTERSPEECH 2017 paper "SEGAN: Speech Enhancement Generative Adversarial Network"
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Mxnet FinetunerAn all-in-one Deep Learning toolkit for image classification to fine-tuning pretrained models using MXNet.
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One Pixel Attack KerasKeras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
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Reinforcementlearning AtarigamePytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
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Lpips PytorchA simple and useful implementation of LPIPS.
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Etaggerreference tensorflow code for named entity tagging
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Unet 3d3D Unet Equipped with Advanced Deep Learning Methods
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MonetMONeT framework for reducing memory consumption of DNN training
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Meme GeneratorMemeGen is a web application where the user gives an image as input and our tool generates a meme at one click for the user.
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SarcasmdetectionSarcasm detection on tweets using neural network
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Ca NetCode for Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
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DeephyperDeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
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Text nnText classification models. Used a submodule for other projects.
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Intrusion Detection SystemsThis is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".
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Resnet1dPyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.
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Perceiver PytorchImplementation of Perceiver, General Perception with Iterative Attention, in Pytorch
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Image captioninggenerate captions for images using a CNN-RNN model that is trained on the Microsoft Common Objects in COntext (MS COCO) dataset
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Jacinto Ai DevkitTraining & Quantization of embedded friendly Deep Learning / Machine Learning / Computer Vision models
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Mnist ClassificationPytorch、Scikit-learn实现多种分类方法,包括逻辑回归(Logistic Regression)、多层感知机(MLP)、支持向量机(SVM)、K近邻(KNN)、CNN、RNN,极简代码适合新手小白入门,附英文实验报告(ACM模板)
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DareblopyData Reading Blocks for Python
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AwslambdafacePerform deep neural network based face detection and recognition in the cloud (via AWS lambda) with zero model configuration or tuning.
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LibfacedetectionAn open source library for face detection in images. The face detection speed can reach 1000FPS.
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Ml Fraud DetectionCredit card fraud detection through logistic regression, k-means, and deep learning.
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Awesome Ai CancerAwesome artificial intelligence in cancer diagnostics and oncology
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CaptcharecognitionEnd-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别
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Mk TfjsPlay MK.js with TensorFlow.js
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DetextDeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
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Deeprl algorithmsDeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
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VgnDeep Vessel Segmentation by Learning Graphical Connectivity
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GrenadeDeep Learning in Haskell
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Dnnweaver2Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.
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Sturcture InpaintingSource code of AAAI 2020 paper 'Learning to Incorporate Structure Knowledge for Image Inpainting'
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Torch DreamsMaking neural networks more interpretable, for research and art 🔎 💻 :brain: 🎨
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SimplednnSimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks
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AdnADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
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Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
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A3c PytorchPyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch
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