Data XThis repository is for the Data-X project materials
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Symbiflow Arch DefsFOSS architecture definitions of FPGA hardware useful for doing PnR device generation.
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RUsing R with Jupyter / RStudio on Binder
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SmilecnnSmile detection with a deep convolutional neural net, with Keras.
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DeeplearningfornlpinpytorchAn IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
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ImageaugmentationImage augmentation for randomly rotating, shearing, translating and changing lighting conditions.
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Dat210xProgramming with Python for Data Science Microsoft
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SiteCourse materials for the Automating GIS processes -course, University of Helsinki, Finland
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Generative adversarial networks 101Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.
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SpanetSpatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)
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WikidataintegratorA Wikidata Python module integrating the MediaWiki API and the Wikidata SPARQL endpoint
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Robust representationsCode for "Learning Perceptually-Aligned Representations via Adversarial Robustness"
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Hadith Data SetsAll Hadith With Tashkil and Without Tashkel from the Nine Books that are 62,169 Hadith.
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Kiu Net PytorchOfficial Pytorch Code of KiU-Net for Image Segmentation - MICCAI 2020 (Oral)
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Text AnalyticsUnstructured Data Analysis (Graduate) @Korea University
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Monthly ChallengesRepository containing monthly challenges about quantum computing.
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ContrastivesegExploring Cross-Image Pixel Contrast for Semantic Segmentation
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Indaba 2018Practical Notebooks for the Deep Learning Indaba 2018
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DrlDeep RL Algorithms implemented for UC Berkeley's CS 294-112: Deep Reinforcement Learning
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PoppyPhysical Optics Propagation in Python
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NfftLightweight non-uniform Fast Fourier Transform in Python
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Blog stuffexperiments and snippets used on the blog
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Google refexp toolboxThe toolbox for the Google Refexp dataset proposed in this paper: http://arxiv.org/abs/1511.02283
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Openff ToolkitThe Open Forcefield Toolkit provides implementations of the SMIRNOFF format, parameterization engine, and other tools. Documentation available at http://open-forcefield-toolkit.readthedocs.io
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Zhihu Spider一个获取知乎用户主页信息的多线程Python爬虫程序。
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Data Science WgSF Brigade's Data Science Working Group.
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Arduino Max30100Arduino library for MAX30100, integrated oximeter and heart rate sensor
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Dask DockerDocker images for dask
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Opencv projectsList of OpenCV projects to further increase the computer vision community. Coding in Python & C++(In progress).
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2016 Ml ContestMachine learning contest - October 2016 TLE
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Actioncable VueA Vue plugin that makes integrating Rails Action Cable dead-easy.
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WorkshopAI and Machine Learning with Kubeflow, Amazon EKS, and SageMaker
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NbgalleryEnterprise Jupyter notebook sharing and collaboration app
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DeeplearningDeep Learning introduction and its application in various fields
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Datasets🎁 3,000,000+ Unsplash images made available for research and machine learning
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FilamentFilament is a real-time physically based rendering engine for Android, iOS, Windows, Linux, macOS, and WebGL2
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99 Ml Learning ProjectsA list of 99 machine learning projects for anyone interested to learn from coding and building projects
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EthnicolrPredict Race and Ethnicity Based on the Sequence of Characters in a Name
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MinifoldMiniFold: Deep Learning for Protein Structure Prediction inspired by DeepMind AlphaFold algorithm
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VidgearA High-performance cross-platform Video Processing Python framework powerpacked with unique trailblazing features 🔥
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Keras Yolo2Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).
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Deeplearning.aideeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.
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Azure SignalrAzure SignalR Service SDK for .NET
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FourierAn Interactive Introduction to Fourier Transforms
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VentilatorLow-Cost Open Source Ventilator or PAPR
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Deep Reinforcement Stock TradingA light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework.
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RiptideSimple Training and Deployment of Fast End-to-End Binary Networks
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Pycon Ds 2018Introduction to Python for Data Science for PyCon 2018
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Part bilinear reidCode for ECCV2018 paper: Part-Aligned Bilinear Representations for Person Re-Identification
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Machine Learning And Data ScienceThis is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
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Pytorch semantic segmentationImplement some models of RGB/RGBD semantic segmentation in PyTorch, easy to run. Such as FCN, RefineNet, PSPNet, RDFNet, 3DGNN, PointNet, DeepLab V3, DeepLab V3 plus, DenseASPP, FastFCN
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