Alpha Zero GeneralA clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
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Mlapp cn code《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。
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MlCodes related to various ML Hackathons
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Uc2 GitRespository for Open-Science modular microscope system.
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MiscellaneousScripts and code examples. Includes Spark notes, Jupyter notebook examples for Spark, Impala and Oracle.
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FlamlA fast and lightweight AutoML library.
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SvhnclassifierA TensorFlow implementation of Multi-digit Number Recognition from Street View Imagery using Deep Convolutional Neural Networks (http://arxiv.org/pdf/1312.6082.pdf)
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Ml Web AppTrain and Deploy Simple Machine Learning Model With Web Interface - Docker, PyTorch & Flask
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ExplainxExplainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.
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Tensorflow Deep LearningAll course materials for the Zero to Mastery Deep Learning with TensorFlow course.
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WindroseA Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution
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VeridefteriVeri Defteri Üzerine Kısa Notlar (www.veridefteri.com)
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Data KitDevenez Data-Scientist sur Le Wagon On Demand
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SpyketorchHigh-speed simulator of convolutional spiking neural networks with at most one spike per neuron.
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Screenshot To CodeA neural network that transforms a design mock-up into a static website.
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LernapparatVarious Notebooks for Lernapparat.de
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Road lane line detectionFind lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms
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Gluon ApiA clear, concise, simple yet powerful and efficient API for deep learning.
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Auto tsAutomatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.
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Automl serviceDeploy AutoML as a service using Flask
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ExamplesHome for Elasticsearch examples available to everyone. It's a great way to get started.
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Score sdeOfficial code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
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GeostatspyGeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
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Cvx short courseMaterials for a short course on convex optimization.
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Csa InpaintingCoherent Semantic Attention for image inpainting(ICCV 2019)
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M5 MethodsData, Benchmarks, and methods submitted to the M5 forecasting competition
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CompstatsCode for a workshop on statistical interference using computational methods in Python.
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Lstm stock predictionThis is an LSTM stock prediction using Tensorflow with Keras on top.
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Ctr nn基于深度学习的CTR预估,从FM推演各深度学习CTR预估模型(附代码)
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FastpagesAn easy to use blogging platform, with enhanced support for Jupyter Notebooks.
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Yolo Digit DetectorImplemented digit detector in natural scene using resnet50 and Yolo-v2. I used SVHN as the training set, and implemented it using tensorflow and keras.
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Cs231nmy assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition
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TensorflowProject containig related material for my TensorFlow articles
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Trump LiesTutorial: Web scraping in Python with Beautiful Soup
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Python BootcampPython Bootcamp docs and lectures (UC Berkeley)
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Covid19zaCoronavirus COVID-19 (2019-nCoV) Data Repository and Dashboard for South Africa
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IntegratedgradientsPython/Keras implementation of integrated gradients presented in "Axiomatic Attribution for Deep Networks" for explaining any model defined in Keras framework.
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