Tool

A python tool parses log data and allows to define analysis pipelines for anomaly detection

logdata-anomaly-miner This tool parses log data and allows to define analysis pipelines for anomaly detection. It was designed to run the analysis with limited resources and lowest possible permissions to make it suitable for production server use. Requirements In order to install logdata-anomaly-miner a Linux system with python >= 3.6 is required. Debian-based distributions are currently recommended. See requirements.txt for further module dependencies Installation Debian There are Debian packages for logdata-anomaly-miner in the official Debian/Ubunturepositories. apt-get update && apt-get install […]

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Machine Learning

A Machine Learning model which predicts the presence of Diabetes in Patients

This is a machine Learning mode which tries to determine if a person has a heart disease or not. Data The dataset is in comma seperated values (.csv) format and is included in th code. Packages Used The following Packages were used scikit-learn: To preprocess the data, initiate the model, split the data, cross-validate the data and score the model. pandas: To import the dataset, change the dataset into a dataframe and view the data seaborn & matplotlib: To visualize […]

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FastAPI

A FastAPI Framework for things like Database, Redis, Logging and Rate Limits

fastapi-framework A FastAPI Framework for things like Database, Redis, Logging, JWT Authentication and Rate Limits You can install this Library with: pip install fastapi-framework For the Documentation click here ✅ Database ✅ Redis ✅ Redis Publish/Subscribe ✅ FastAPI JWT ❌ FastAPI Permission System (for routes) ✅ Rate Limits ✅ Config Parser GitHub https://github.com/Tert0/fastapi-framework    

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Configuration

Personal and work vim 8 configuration with submodules

vimfiles Windows Vim 8 configuration files based on the recommendations of Ruslan Osipov, Keep Your vimrc file clean and The musings of bluz71. :help vimrc recommends moving vimrc and gvimrc to vimfiles to make the setup more portable. Installation Several applications are assumed to be in the PATH, installgit-scm and selectUser Git and optional Unix tools from the Windows Command Prompt.See steps to add a local bin directory forthe other applications referenced in the vim configuration files. Install Vim on […]

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Scripts

CS50’s Introduction to Artificial Intelligence Test Scripts

cs50ai-test This repository contains Python scripts to automate tests for most of the CS50’s Introduction to Artificial Intelligence with Python projects. It does not contain any project solution/spoiler, as per the course’s Academic Honesty policy. ## How to Run Tests Guide Make sure you have Python3 installed in your machine. Anything above Python 3.4+ should work. Install pytest by running pip install pytest in a terminal. More information about pip here. Make a copy of the test file and paste […]

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WhatsApp

Coronavirus whatsapp chatbot to give real time info on covid with python

google-search-webhook Coronavirus whatsapp chatbot to give real time info on covid with python Developed a coronavirus whatsapp chatbot which gives case counts in a particular district, city, state or country. It also predicts future cases through Machine Learning and can suggest activities to do, movies, jokes, etc. The bot also gives useful info on Covid as well as can Google search any query and show results in whatsapp. Technologies used – Dialogflow, Python API, Heroku, Github, Whatsapp autoresponder, Machine Learning […]

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Django

A Django app to receive, virus check and validate transfers of digital archival record

Aurora Aurora is a Django web application that can receive, virus check and validate transfers of digital archival records, and allows archivists to appraise and accession those records. The name of the application is a reference both to the natural light display often seen in the northern hemisphere – sometimes referred to as aurora borealis – as well as the Roman goddess of dawn. Aurora is part of Project Electron, an initiative to build sustainable, open and user-centered infrastructure for […]

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Data Scientists

An open-source package for creating experiments in behavioral science

PsychoPy PsychoPy is an open-source package for creating experiments in behavioral science. It aims to provide a single package that is: precise enough for psychophysics easy enough for teaching flexible enough for everything else able to run experiments in a local Python script or online in JavaScript To meet these goals PsychoPy provides a choice of interface – you can use asimple graphical user interface called Builder, or write your experiments inPython code. The entire application and library are written […]

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Python

Python News: What’s New From July 2021?

The release of Python 3.10 is just around the corner, and, as we reported in May, the new interpreter will be getting several improvements to error messages. The work on improved errors continues in Python 3.11. Yes, that’s right! Even though Python 3.10 won’t be released until October, work on Python 3.11 is already under way! Fine-Grained Error Locations in Tracebacks Pablo Galindo, the release manager for Python 3.10 and 3.11, shared in a July 16, 2021 tweet that he […]

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Video

A fantastic work in Video-level Anomaly Detection

This is my codes that can visualize the psnr image in testing videos. Future Frame Prediction for Anomaly Detection – A New Baseline This is a fantastic work in Video-level Anomaly Detection, published in CVPR2018. ShanghaiTech svip-lab has given their work in [Github]. Moreover, this work also have an interesting video in [YouTube]. And we can see that when anomaly examples happened, PSNR images will have a low response. Such is an example in avenue dataset. Testing images through PSNR […]

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