Natural Language Processing

Extract phrase in the given text that is used to express the sentiment

Extract phrase in the given text that is used to express the sentiment. Capturing sentiment in language is important in these times where decisions and reactions are created and updated in seconds. But, which words actually lead to the sentiment description? This project aims to solve this problem. Powered using Pytorch + hugggingface Try it out. git clone https://github.com/shahules786/twitter-emotions.git cd twitter-emotions sudo docker build –tag twitter-emotions:api . sudo docker run -p 9999:9999 -it twitter-emotions:api python twitteremotions/app.py Server will start running […]

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Advanced, Data Science, NLP, Project, Python, PyTorch, Unstructured Data

Language Translation with Transformer In Python!

This article was published as a part of the Data Science Blogathon Introduction Natural Language Processing (NLP) is a field at the convergence of artificial intelligence, and linguistics. The aim is to make the computers understand real-world language or natural language so that they can perform tasks like Question Answering, Language Translation, and many more. NLP has lots of applications in different fields. 1. NLP enables the recognition and prediction of diseases based on electronic health records. 2. It is used […]

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Machine Learning

Efficient Vision Transformers with Dynamic Token Sparsification

DynamicViT This repository contains PyTorch implementation for DynamicViT. Created by Yongming Rao, Wenliang Zhao, Benlin Liu, Jiwen Lu, Jie Zhou, Cho-Jui Hsieh Model Zoo We provide our DynamicViT models pretrained on ImageNet: Usage Requirements torch>=1.7.0 torchvision>=0.8.1 timm==0.4.5 Data preparation: download and extract ImageNet images from http://image-net.org/. The directory structure should be │ILSVRC2012/ ├──train/ │ ├── n01440764 │ │ ├── n01440764_10026.JPEG │ │ ├── n01440764_10027.JPEG │ │ ├── …… │ ├── …… ├──val/ │ ├── n01440764 │ │ ├── ILSVRC2012_val_00000293.JPEG │ […]

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Tool

A Python software implementation of the Intel 4004 processor

Pyntel4004 A Python software implementation of the Intel 4004 processor. General Information Two pass assembler using the original mnemonics, directives and comments syntax Monitor facility to step through code and examine registers, memory etc Design goals [ ] As much of the internals as possible should be carried out using binary arithmetic and operations. [ ] No 3rd party libraries to be used (i.e. pure Python). [ ] Build a fully-working i4004 opcode emulator. [ ] Build a fully-working assembler […]

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Websocket

Cryptocurrency Exchange Websocket Data Feed Handler with python

Cryptocurrency Exchange Feed Handler Handles multiple cryptocurrency exchange data feeds and returns normalized and standardized results to client registered callbacks for events like trades, book updates, ticker updates, etc. Utilizes websockets when possible, but can also poll data via REST endpoints if a websocket is not provided. Basic Usage Create a FeedHandler object and add subscriptions. For the various data channels that an exchange supports, you can supply callbacks for data events, or use provided backends (described below) to handle […]

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Command-line Tools

Upgrade pip packages and automate Python Dependency Management

pipupgrade The missing command for pip. Features Updates system packages and local packages. Discovers packages present within multiple Python Environments. Updates packages mentioned within a requirements.txt file (Also pins up-to-date versions if mentioned). Smart requirements.txt detector. Pipfile support. Detects semantic version to avoid updates that break changes. Also ensures to avoidchild dependencies that break changes. View Dependency Graph. Parallel updates (blazingly fast). Python 2.7+ and Python 3.4+ compatible. Also pip 9+, pip 10+, pip 18+ and pip 19.0.1+ compatible. Automate […]

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GUI

An interactive GUI for WhiteboxTools in a Jupyter-based environment

whiteboxgui The whiteboxgui Python package is a Jupyter frontend for WhiteboxTools, an advanced geospatial data analysis platform developed by Prof. John Lindsay (webpage; jblindsay) at the University of Guelph’s Geomorphometry and Hydrogeomatics Research Group. WhiteboxTools can be used to perform common geographical information systems (GIS) analysis operations, such as cost-distance analysis, distance buffering, and raster reclassification. Remote sensing and image processing tasks include image enhancement (e.g. panchromatic sharpening, contrast adjustments), image mosaicing, numerous filtering operations, simple classification (k-means), and common […]

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Cryptocurrency

A simple Python tool to help anyone use Liquidity Pools on the BitShares blockchain

A simple Python tool to help anyone use Liquidity Pools on the BitShares blockchain. First Time Setup Instructions: Environment Setup Before doing anything else, make sure to create a virtual environment.In this case, we are creating an environment named env: python3 -m venv env Activate the newly created environment: source env/bin/activate Installation Method 1: Use pip to download and install from PyPI: python3 -m pip install PoolTool Method 2: Download and install from source: git clone https://github.com/iamredbar/PoolTool cd PoolTool/ python3 […]

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Proxy

Proxy + analysis toolkit for Second Life compatible virtual worlds

Hippolyzer Hippolyzer is a fork of Linden Lab’s abandoned PyOGP library targeting modern Python 3, with a focus on debugging issues in Second Life-compatible servers and clients. There is a secondary focus on mocking up new features without requiring a modified server or client. Wherever reasonable, readability and testability are prioritized over performance. Almost all code from PyOGP has been either rewritten or replaced. Major changes from upstream include making sure messages always correctly round-trip, and the addition of a […]

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Robot

An advanced crypto trading bot written in Python

Jesse Jesse is an advanced crypto trading framework which aims to simplify researching and defining trading strategies. Why Jesse? In short, Jesse is more accurate than other solutions, and way more simple. In fact, it is so simple that in case you already know Python, you can get started today, in matter of minutes, instead of weeks and months. Required Stack Here is the required stack: Python >= 3.6 pip >= 19.3.0 PostgreSQL >= 10 ta-lib >= 0.4 Most of […]

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