Gnn Meta AttackImplementation of the paper "Adversarial Attacks on Graph Neural Networks via Meta Learning".
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Machine Learning Octave🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained
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Cython Blis💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!
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NengoA Python library for creating and simulating large-scale brain models
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Pytorch EsnAn Echo State Network module for PyTorch.
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Deep Learning For HackersMachine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)
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BnafPytorch implementation of Block Neural Autoregressive Flow
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TezTez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.
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TaganAn official PyTorch implementation of the paper "Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language", NeurIPS 2018
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FlashtorchVisualization toolkit for neural networks in PyTorch! Demo -->
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FreezeoutAccelerate Neural Net Training by Progressively Freezing Layers
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Doppelganger[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
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Graph netsBuild Graph Nets in Tensorflow
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Fq GanOfficial implementation of FQ-GAN
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SenseEnhance your application with the ability to see and interact with humans using any RGB camera.
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Tageditor🏖TagEditor - Annotation tool for spaCy
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IresnetImproved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
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EdwardA probabilistic programming language in TensorFlow. Deep generative models, variational inference.
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RiddleRace and ethnicity Imputation from Disease history with Deep LEarning
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ChempropMessage Passing Neural Networks for Molecule Property Prediction
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Gesturegan[ACM MM 2018 Oral] GestureGAN for Hand Gesture-to-Gesture Translation in the Wild
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Ofxdarknetdarknet neural network addon for openFrameworks
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BmtkBrain Modeling Toolkit
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Tf.gans ComparisonImplementations of (theoretical) generative adversarial networks and comparison without cherry-picking
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Pytorch Openai Transformer Lm🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
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IntrotodeeplearningLab Materials for MIT 6.S191: Introduction to Deep Learning
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Ml AgentsUnity Machine Learning Agents Toolkit
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Knet.jlKoç University deep learning framework.
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Seq2seqchatbotsA wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.
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GatGraph Attention Networks (https://arxiv.org/abs/1710.10903)
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Dn2aDN2A - Digital Neural Networks Architecture
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Variational Capsule RoutingOfficial Pytorch code for (AAAI 2020) paper "Capsule Routing via Variational Bayes", https://arxiv.org/pdf/1905.11455.pdf
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PyodA Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
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Deep Learning With PythonExample projects I completed to understand Deep Learning techniques with Tensorflow. Please note that I do no longer maintain this repository.
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Pytorch TutorialPyTorch Tutorial for Deep Learning Researchers
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DltkDeep Learning Toolkit for Medical Image Analysis
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DeeplearningprojectAn in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
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Pytorch FlowsPyTorch implementations of algorithms for density estimation
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GansformerGenerative Adversarial Transformers
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DnwDiscovering Neural Wirings (https://arxiv.org/abs/1906.00586)
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DeepxdeDeep learning library for solving differential equations and more
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Ai Paper Drawer人工智能论文关键点集结。This project aims to collect key points of AI papers.
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Go Perceptron GoA single / multi layer / recurrent neural network written in Golang.
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A Nice McCode for "A-NICE-MC: Adversarial Training for MCMC"
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Teacher Student TrainingThis repository stores the files used for my summer internship's work on "teacher-student learning", an experimental method for training deep neural networks using a trained teacher model.
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DeepsmilesDeepSMILES - A variant of SMILES for use in machine-learning
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RadioRadIO is a library for data science research of computed tomography imaging
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Neuralcoref✨Fast Coreference Resolution in spaCy with Neural Networks
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Dm controlDeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
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NeuralLATEX: TikZ package for drawing neural networks. Also available on CTAN at http://www.ctan.org/tex-archive/graphics/pgf/contrib/neuralnetwork
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