Pragmaticai[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning
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TorchtexttutorialA short tutorial for Torchtext, the NLP-specific add-on for Pytorch.
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Bootcamp2018Repository of syllabi, lecture notes, Jupyter notebooks, code, and problem sets for OSM Lab Boot Camp 2018
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Textrank Keyword ExtractionKeyword extraction using TextRank algorithm after pre-processing the text with lemmatization, filtering unwanted parts-of-speech and other techniques.
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Make A Map GeopandasTutorial on how to make a choropleth map using Geopandas and Matplotlib in Python.
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Sequence JacobianInteractive guide to Auclert, Bardóczy, Rognlie, and Straub (2019): "Using the Sequence-Space Jacobian to Solve and Estimate Heterogeneous-Agent Models".
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Pydata la 2018Added repo for PyData LA 2018 tutorial
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PhormaticsUsing A.I. and computer vision to build a virtual personal fitness trainer. (Most Startup-Viable Hack - HackNYU2018)
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Ar Browser SudokuSolving Sudoku Puzzles in the Browser Using Augmented Reality
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Soccernet CodeSoccerNet: A Scalable Dataset for Action Spotting in Soccer Videos
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PrmlSome IPython notebooks based on Bishop's "Pattern Recognition and Machine Learning" book
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Tensorflow VggRe-implementation of VGG Network in tensorflow
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Logistic regressionThis is the code for "Logistic Regression" By Siraj Raval on Youtube
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Coursera SpecializationsSolutions to assignments of Coursera Specializations - Deep learning, Machine learning, Algorithms & Data Structures, Image Processing and Python For Everybody
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Carvana ChallengeMy repository for the Carvana Image Masking Challenge
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SeabornSeaborn 学习笔记
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Python script Manual《Python工具代码速查手册》是我们的python培训教材,主要面向数据分析方向。其中包含了python的常用总结性操作,使用jupyter notebook,利用markdown和script结果对常用操作进行总结,包括了使用方式和脚本。之所以使用notebook形式是可以方便大家编辑,方便大家形成自己的总结笔记。当然各位有更好的操作建议也欢迎向我们团队分享~
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Talks odtSlides and materials for most of my talks by year
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SuspeitandoProjeto de análise de contratos com suspeita de superfaturamento e má qualidade na prestação de serviços.
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Chi course 2019ACM SIGCHI 2019 Course on Bayesian Methods for Interaction
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Raccoon datasetThe dataset is used to train my own raccoon detector and I blogged about it on Medium
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CoordconvPytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247
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Kaggle QuoraKaggle Quora Questions Pairs Competition
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3d ShapesThis repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.
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Covid 19 jhu data web scrap and cleaningThis repository contains data and code used to get and clean data from https://github.com/CSSEGISandData/COVID-19 and https://www.worldometers.info/coronavirus/
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Ge tutorialsLearn how to add data validation and documentation to a data pipeline built with dbt and Airflow.
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Jupyter to mediumPython package for publishing Jupyter Notebooks as Medium blogposts
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Attack DatasourcesThis content is analysis and research of the data sources currently listed in ATT&CK.
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CtpnDetecting Text in Natural Image with Connectionist Text Proposal Network (ECCV'16)
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Cbe30338Chemical Process Control
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LibtldaLibrary of transfer learners and domain-adaptive classifiers.
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Openml RR package to interface with OpenML
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Ag Ve Bilgi Guvenligi Ders NotlariAğ ve Bilgi Güvenliği; Linux & Temel Komutlar, Python, Risk Analizi, Kriptoloji, Stenografi, Zararlı Kod Analizi, Sızma Testi, Pasif Bilgi Toplama, Pasif Bilgi Toplama, Ağ Güvenliği, Zaafiyet Keşfi, Zararlı Kod Oluşturma Yöntemleri, Dijital Adli Analiz, Web Güvenliği, Sosyal Mühendislik Saldırıları, Mobil Sistem Güvenliği konularında sunum ve uygulamaların olduğu ağ ve bilgi güvenliği ders sayfası.
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2014 Summer TravelsPython-based spatial data analysis and visualization of the GPS location data from my 2014 summer travels.
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Cs231nMy Solution to Assignments of CS231n in Winter2016
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CubehelixA full implementation of Dave Green's "cubehelix" colormap for Python
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MapidocPublic repo for Materials API documentation
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Fitbit AnalyzerAn experiment to extract meaningful insights from fitbit data
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Spacenet building detectionProject to train/test convolutional neural networks to extract buildings from SpaceNet satellite imageries.
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Mimic CodeMIMIC Code Repository: Code shared by the research community for the MIMIC-III database
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Tensorflow DemoLocal AI demo and distributed AI demo using TensorFlow
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