Openedu📚 The Open Source Education Initiative – a repository with resources for 60+ engineering subjects. Let's make education more open and accessible! 🚀✨
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Caffenet BenchmarkEvaluation of the CNN design choices performance on ImageNet-2012.
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System Bus RadioTransmits AM radio on computers without radio transmitting hardware.
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FeatexpFeature exploration for supervised learning
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Intro To DlResources for "Introduction to Deep Learning" course.
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Numerical MoocA course in numerical methods with Python for engineers and scientists: currently 5 learning modules, with student assignments.
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Pytorch WavenetAn implementation of WaveNet with fast generation
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Keras IoKeras documentation, hosted live at keras.io
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MadewithmlLearn how to responsibly deliver value with ML.
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System designPreparation links and resources for system design questions
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Opencv Machine LearningM. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.
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Cookbook 2ndIPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
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MlopsMLOps examples
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CugraphcuGraph - RAPIDS Graph Analytics Library
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Kaggle TitanicA tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.
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Medium notebookRepository containing notebooks of my posts on Medium
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Captcha TensorflowImage Captcha Solving Using TensorFlow and CNN Model. Accuracy 90%+
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Fewshot Face Translation GanGenerative adversarial networks integrating modules from FUNIT and SPADE for face-swapping.
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Self Driving CarThe Udacity open source self-driving car project
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CspHigh-level Semantic Feature Detection: A New Perspective for Pedestrian Detection, CVPR, 2019
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Deepbayes 2019Practical assignments of the Deep|Bayes summer school 2019
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Awesome Startup😎 All the required resources to build your own startup
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Fecon235Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
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Polyrnn PpInference Code for Polygon-RNN++ (CVPR 2018)
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Dsnd term2Contains files related to content and project of DSND Term 2
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Ai Series📚 [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战,数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记
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ParallelwaveganUnofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN) with Pytorch
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ShapashShapash makes Machine Learning models transparent and understandable by everyone
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ResearchNotebooks based on financial machine learning.
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Pseudo lidar(CVPR 2019) Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving
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Asteroids atlas of spaceCode, data, and instructions for mapping orbits of asteroids in the solar system
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LolvizA simple Python data-structure visualization tool for lists of lists, lists, dictionaries; primarily for use in Jupyter notebooks / presentations
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NotebookStuff going through my mind
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Covid 19Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
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Jdata京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)
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Soft NmsObject Detection
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H1stThe AI Application Platform We All Need. Human AND Machine Intelligence. Based on experience building AI solutions at Panasonic: robotics predictive maintenance, cold-chain energy optimization, Gigafactory battery mfg, avionics, automotive cybersecurity, and more.
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Tensorflow tutorialsFrom the basics to slightly more interesting applications of Tensorflow
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Word2vec SentimentsTutorial for Sentiment Analysis using Doc2Vec in gensim (or "getting 87% accuracy in sentiment analysis in under 100 lines of code")
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NotesNotes On Using Data Science & Artificial Intelligence To Fight For Something That Matters.
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