Command-line Tools

A terminal that supports Unicode and ANSI escape codes

GanTTY GanTTY is yet another project that I would consider a proof of concept, it is far from being a full feature project managing tool, but it has pretty colours so…​ Dependencies python3 stty A terminal that supports Unicode and ANSI escape codes. Running Clone the repository, go into the folder and execute main.py git clone https://github.com/timeopochin/GanTTY.git cd GanTTY python3 main.py Usage File Navigation h and l to pan backwards and forwads in time J and K to pan down […]

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Machine Learning

Variational Relational Point Completion Network

VRCNet Real-scanned point clouds are often incomplete due to viewpoint, occlusion, and noise. Existing point cloud completion methods tend to generate global shape skeletons and hence lack fine local details. Furthermore, they mostly learn a deterministic partial-to-complete mapping, but overlook structural relations in man-made objects. To tackle these challenges, this paper proposes a variational framework, Variational Relational point Completion network (VRCNet) with two appealing properties: 1) Probabilistic Modeling. In particular, we propose a dual-path architecture to enable principled probabilistic modeling […]

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Natural Language Processing

A process to convert any text into voice with python

Text to speech (using Python) Text to speech is a process to convert any text into voice. Text to speech project takes words on digital devices and convert them into audio. Here I have used Google-text-to-speech library popularly known as gTTS library to convert text file to .mp3 file. The gTTS library supports several languages including English, Hindi, Tamil, French, German and many more. And before getting started in this project you have to install couple of python libraries like […]

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Machine Learning

A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet

Do You Even Need Attention? A Stack of Feed-Forward Layers Does Surprisingly Well on ImageNet TL;DR We replace the attention layer in a vision transformer with a feed-forward layer and find that it still works quite well on ImageNet. Abstract The strong performance of vision transformers on image classification and other vision tasks is often attributed to the design of their multi-head attention layers. However, the extent to which attention is responsible for this strong performance remains unclear. In this […]

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Data Analysis

A scikit-learn-compatible module for estimating prediction intervals

MAPIE MAPIE allows you to easily estimate prediction intervals on single-output data using your favourite scikit-learn-compatible regressor. Prediction intervals output by MAPIE encompass both aleatoric and epistemic uncertainty and are backed by strong theoretical guarantees [1]. Requirements Python 3.7+ MAPIE stands on the shoulders of giant. Its only internal dependency is scikit-learn. Installation Install via pip: pip install mapie To install directly from the github repository : pip install git+https://github.com/simai-ml/MAPIE Quickstart Let us start with a basic regression problem. Here, […]

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Robot

A simple introductory discord bot that give introduction

introductoryBot This is a very very very simple introductory dicord bot that give introduction. Type “!intro” to call the bot. It is made in Python 3.9.0. It’s very customizable. Step 1: Go to https://discord.com/developers/applications and click on new application Step 2: Give it a name Step 3: Go to bot and click add bot. Step 4 Go to OAuth2 and select the scope type as ‘bot’ in OAuth2 URL Generator Step 5 Select permissions as you want(Make sure that you […]

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RESTful API

Python client for the Datadog API

datadog-api-client-python This repository contains a Python API client for the Datadog API. The code is generated using openapi-generator and apigentools. Requirements Building and using the API client library requires Python 3.6+. Installation To install the API client library, simply execute: pip install datadog-api-client Getting Started Please follow the installation instruction and execute the following Python code: import os from dateutil.parser import parse as dateutil_parser import datadog_api_client.v1 from datadog_api_client.v1.api import aws_integration_api from datadog_api_client.v1.models import * from pprint import pprint # Defining […]

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RESTful API

A Python wrapper for Matrix Synapse admin API

Synapse-admin-api-python A Python wrapper for Matrix Synapse admin API This library now supports up to Synapse 1.34.0, any Admin API introduced after 1.34.0 may not be included in this version. However, newer changes to Admin API are planned to be included in this library. For planned update, see TODO.md. In the future, the version numbering convention will follow the version this library up to, for example, if this library supports up to 1.34.0, then the version number of this library […]

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Database

A Simple And Efficent JSON based DataBase for Python

pysonDB A Simple, Lightweight, Efficent JSON based DataBase for Python. The current stable version is v0.6.0 pip install pysondb==0.6.0 Features Lightweight JSON based database. Supports CRUD commands. No Database drivers required. Unique ID assigned for each JSON document added. Strict about Schema of data added. Inbuilt CLI to delete,display,create JSON database. from pysondb import dba=db.getDb(“path/to/json.json”)a.addMany([{“name”:”pysondb”,”type”:”DB”},{“name”:”pysondb-cli”,”type”:”CLI”}])a.getAll()[{“name”:”pysondb”,”type”:”DB”},{“name”:”pysondb-cli”,”type”:”CLI”}] See its simple.. Install pip install pysondb Create a database You can create a database using CLI. pysondb create database_name Or in the python file. […]

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Images

Focused on having various feature implementations of OpenCV in Python

Image Processing OpenCV This repository is focused on having various feature implementation of OpenCV in Python. The aim is to have a minimal implementation of all OpenCV features together, under one roof. This repository is focused on having various feature implementations of OpenCV in Python. About OpenCV: OpenCV (Open Source Computer Vision Library) is an open-source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use […]

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