Games

A reinforcement learning framework for DouDizhu

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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Tool

A client to digitalize the boring parts of monopoly with python

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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Python

CPython Internals: Paperback Now Available!

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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Data Science, NLP, Project, Python, Text

Natural Language Processing – Sentiment Analysis using LSTM

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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Advanced, NLP, Project, Python, Text, Unsupervised

Part 10: Step by Step Guide to Master NLP – Named Entity Recognition

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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Server

Cloud Native sample microservices showcasing Full Stack Observability using AppDynamics and ThousandEyes

Cloud Native Sample Bookinfo App Observability Bookinfo is a sample application composed of four Microservices written in different languages. Application is originally created by as part of Istio project to demonstrate various Istio features, See https://istio.io/docs/examples/bookinfo/. Project extends this sample application to demonstrate observability of Cloud Native application using Cisco AppDynamics and ThousandEyes. Microservices code and docker images area extended to include respective AppDynamics agents that enables Application Performance Monitoring for these microservices. ThousandEyes Web App monitoring is also configured, […]

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Images

A python script to convert images to animated sus among us crewmate twerk jifs

img_sussifier A python script to convert images to animated sus among us crewmate twerk jifs as seen on r/196 Examples How to use install python pip install pillow numpy change input.png to your desired image optionally change output_width in sus.py (output height is calculated automagically) run sus.py upload sussified.gif to r/196 for free karma and also to kill the sus among meme fastermy discord is Lines#9260 send complaints / memes whatever (pls) GitHub https://github.com/LinesGuy/img_sussifier    

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Automation

A simple software for fetching new changes to remote repositories automatically

Git Autofetch Git Autofetch is a simple software for fetching new changes from a repo to local repositories after a set time interval. This program is responsible for checking the remote repo for changes and updating the local copy of the repo after a set delay (can be set in configs file later) INSTALLATION Clone this repo. cd into the repo Run the install.py. This is important to create important files, and create paths dynamically. run python3 install.py This will […]

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PyTorch

Unofficial PyTorch implementation of Neural Additive Models (NAM)

nam-pytorch Unofficial PyTorch implementation of Neural Additive Models (NAM) by Agarwal, et al. [abs, pdf] Installation You can access nam-pytorch via pip: $ pip install nam-pytorch Usage import torch from nam_pytorch import NAM nam = NAM( num_features=784, link_func=”sigmoid” ) images = torch.rand(32, 784) pred = nam(images) # [32, 1] GitHub https://github.com/rish-16/nam-pytorch    

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