Deep Learning, NLP, NMT, AI, ML
Serverless Scrapy project This project aims to evaluate the feasibility of an architecture based on serverless technology for a web crawler using scrapy as a framework of choice. If you are interested in this project you can visit my blog post and read about it. GitHub https://github.com/netoferraz/serverless-scrapy-project
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Fetch Search wikipedia article on command line Fetch is use to get information about anything on the shell using Wikipedia. Why this? Fetch helps you to quickly look about anything and it is all possible with wikipidea webscrapping you can get full wikipedia article on the topic or you can also look at the introduction about the topic. Yes you can look about anything on your terminal no need of browser it makes your life easy. You can also search […]
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Isearch (OSINT) isearch is an OSINT tool on Instagram. Offers a face recognition reverse image search on Instagram profile feed photos. Disclaimer: **FOR EDUCATIONAL PURPOSE ONLY! ** You might encounter (false positive / false negative) results. This because Face recognition uses hog as a model which is fast but low on accuracy, the other model can be ‘cnn’ which is high on accuracy but very slow (on CPU && fast on GPU) Installation Dlib installation: (full guide: https://www.pyimagesearch.com/2017/03/27/how-to-install-dlib/) # Install […]
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california-live-cams A collection of modules that I have created to programmatically search for/download imagery from all publicly available live cam feeds across the state of California. In no way am I affiliated with any of these organizations and these modules/methods of gathering imagery are completely unofficial. Initially, I wanted to create a fire-detection engine using Haar-Cascade classifiers but due to each image containing a logo, the project requires further problem-solving. I hope these modules help someone else in the meantime! […]
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syslogsimulator Syslog Simulator is a tool that allows ready or user-added logs to be sent to the specified addresses and port with syslog in the selected loop. 🚀What is It is an open source tool that allows sending logs in readable format that you can edit according to your wishes, as well as various hardware and software logs, to the target machine. 🔨Using It is run with Python3 by entering the following configurations. python3 syslogsimulator.py -s 1.1.1.1 -s 2.2.2.2 -s […]
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DouZero [ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning DouZero is a reinforcement learning framework for DouDizhu (斗地主), the most popular card game in China. It is a shedding-type game where the player’s objective is to empty one’s hand of all cards before other players. DouDizhu is a very challenging domain with competition, collaboration, imperfect information, large state space, and particularly a massive set of possible actions where the legal actions vary significantly from turn to turn. DouZero […]
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Pinopoly A client to digitalize the boring parts of monopoly What is this? Pinopoly is a tool to remove the “banker” player and replace them with a digitalized system. It is intended to be used on a Raspberry Pi but can be used in the command line as well. How to use Running python3 -m monopoly will open the user interface Useful GitHub https://github.com/alexover1/pinopoly
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After almost two years of writing, reviewing, and testing, we’re delighted to announce that CPython Internals: Your Guide to the Python 3 Interpreter is now available in paperback! Are there certain parts of Python that just seem like magic? Once you see how Python works at the interpreter level, you’ll be able to optimize your applications and fully leverage the power of Python. In CPython Internals, you’ll unlock the inner workings of the Python language, learn how to compile the […]
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This article was published as a part of the Data Science Blogathon Introduction: This article aims to explain the concepts of Natural Language Processing and how to build a model using LSTM (Long Short Term Memory), a deep learning algorithm for performing sentiment analysis. Let’s first discuss Natural Language processing! Natural Language Processing: Natural Language Processing (NLP) is a subfield of Artificial Intelligence that deals with understanding and deriving insights from human languages such as text and speech. Some of the […]
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This article was published as a part of the Data Science Blogathon Introduction This article is part of an ongoing blog series on Natural Language Processing (NLP). In the previous article, we discussed semantic analysis, which is a level of NLP tasks. In that article, we discussed the techniques of Semantic analysis in which we discussed one technique named entity extraction, which is very important to understand in NLP. So, In this article, we will deep dive into the entity extraction […]
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