Python

Python News: What’s New From October 2021?

New versions of Python are now released annually. We can look forward to the core developers sharing a lovely goody bag with the rest of us every October. With Python 3.10, which came out of beta on October 4th, everyone had something exciting to anticipate. Each release of Python has a release manager who’s responsible for coordinating all changes and for building and preparing the files for distribution. The release manager for Python 3.10 and 3.11 is Pablo Galindo Salgado. […]

Read more
Facebook NLP Research
NLP

Conversational Multi-Hop Reasoning with Neural Commonsense Knowledge and Symbolic Logic Rules

Abstract One of the challenges faced by conversational agents is their inability to identify unstated presumptions of their users’ commands, a task trivial for humans due to their common sense. In this paper, we propose a zero-shot commonsense reasoning system for conversational agents in an attempt to achieve this. Our reasoner uncovers unstated presumptions from user commands satisfying a general template of if-(state ), then-(action ), because-(goal ). Our reasoner uses a state-of-the-art transformer-based generative commonsense knowledge base (KB) as […]

Read more
Facebook NLP Research
NLP

DOBF: A Deobfuscation Pre-Training Objective for Programming Languages

Abstract Recent advances in self-supervised learning have dramatically improved the state of the art on a wide variety of tasks. However, research in language model pre-training has mostly focused on natural languages, and it is unclear whether models like BERT and its variants provide the best pre-training when applied to other modalities, such as source code. In this paper, we introduce a new pre-training objective, DOBF, that leverages the structural aspect of programming languages and pre-trains a model to recover […]

Read more
Real Time

YolactEdge: Real-time Instance Segmentation on the Edge

██╗ ██╗ ██████╗ ██╗ █████╗ ██████╗████████╗ ███████╗██████╗ ██████╗ ███████╗ ╚██╗ ██╔╝██╔═══██╗██║ ██╔══██╗██╔════╝╚══██╔══╝ ██╔════╝██╔══██╗██╔════╝ ██╔════╝ ╚████╔╝ ██║ ██║██║ ███████║██║ ██║ █████╗ ██║ ██║██║ ███╗█████╗ ╚██╔╝ ██║ ██║██║ ██╔══██║██║ ██║ ██╔══╝ ██║ ██║██║ ██║██╔══╝ ██║ ╚██████╔╝███████╗██║ ██║╚██████╗ ██║ ███████╗██████╔╝╚██████╔╝███████╗ ╚═╝ ╚═════╝ ╚══════╝╚═╝ ╚═╝ ╚═════╝ ╚═╝ ╚══════╝╚═════╝ ╚═════╝ ╚══════╝ YolactEdge, the first competitive instance segmentation approach that runs on small edge devices at real-time speeds. Specifically, YolactEdge runs at up to 30.8 FPS on a Jetson AGX    

Read more
Transformer

Pyramid Vision Transformer With Python

(2020/06/21) Code of PVTv2 is released! PVTv2 largely improves PVTv1 and works better than Swin Transformer with ImageNet-1K pre-training. The image is from Transformers: Revenge of the Fallen. This repository contains the official implementation of PVTv1 & PVTv2 in image classification, object detection, and semantic segmentation tasks. Model Zoo Image Classification Classification configs & weights see >>>here

Read more
Discord

A discord bot can stress ip addresses with python tool

Coded by Lamp#1442A discord bot can stress ip addresses with python tool.Warning! DOS or DDOS is illegal, i shared for educational purposes only, use for your own purposes. Change ur bot token on line 57 (bot.py) edit owners id on line 6 install discord module (pip install discord) this tool is for public. dont sell because this tool is FREE 100% Credit to Leeon123 : https://github.com/leeon123 GitHub View Github    

Read more
State

Service for working with open data of the State Duma of the Russian Federation

Исходные данные из API Госдумы РФ извлекаются с помощью Apache Nifi и приземляются в хранилище Clickhouse. Репозиторий состоит из двух частей Data transformation – преобразование данных, приземлённых из API в 3НФ с помощью dbt Telegram бот Архитектура системы GitHub View Github    

Read more
COVID-19

Created covid data pipeline using PySpark and MySQL that collected data stream from API

Created covid data pipeline using PySpark and MySQL that collected data stream from API and do some processing and store it into MYSQL database. Tools used : PySpark , MySQL Procedure Fetch latest data from API using requests & pandas module of python. Apply some data processing and filtering to generate summarized information. Store that summarized information into database using MySQL. To build above pipeline i had used pyspark {IMPORTANT} Before move to the execution part please read below sentences […]

Read more
1 … 365 366 367 368 369 … 928