February 1, 2022 Video

VRT: A Video Restoration Transformer

Jingyun Liang, Jiezhang Cao, Yuchen Fan, Kai Zhang, Rakesh Ranjan, Yawei Li, Radu Timofte, Luc Van Gool Computer Vision Lab, ETH Zurich & Meta Inc. arxiv|supplementary|pretrained models|visual results This repository is the official PyTorch implementation of “VRT: A Video Restoration Transformer”(arxiv, supp, pretrained models, visual results). VRT ahcieves state-of-the-art performance (up to 2.16dB) in video SR (REDS, Vimeo90K, Vid4 and UDM10) video deblurring (GoPro, DVD and REDS) video denoising (DAVIS and Set8)

February 1, 2022 Neural Network

Discovering Invariant Rationales for Graph Neural Networks

“Discovering Invariant Rationales for Graph Neural Networks” (ICLR 2022) aims to train intrinsic interpretable Graph Neural Networks that are generalizable to out-of-distribution datasets. The core of this work lies in the construction of environments, i.e., interventional distributions, and thus discovering the causal features for rationalization. Installation Main packages: PyTorch >= 1.5.0, Pytorch Geometric >= 1.7.0, OGB >= 1.3.0. See requirements.txt for other packages. Data download Spurious-Motif: this dataset can be generated via spmotif_gen/spmotif.ipynb. Graph-SST2: this dataset can be downloaded here. […]

February 1, 2022 Wikipedia

Can Wikipedia Help Offline RL?

Machel Reid, Yutaro Yamada and Shixiang Shane Gu. Our paper is up on arXiv. Overview Official codebase for Can Wikipedia Help Offline Reinforcement Learning?.Contains scripts to reproduce experiments. (This codebase is based on that of https://github.com/kzl/decision-transformer) Instructions We provide code our code directory containing code for our experiments. Installation Experiments require MuJoCo.Follow the instructions in the mujoco-py repo to install.Then, dependencies can be installed with the following command: conda env create -f conda_env.yml Downloading datasets Datasets are stored in the […]

February 1, 2022 Tool

Density – open-sourced multi-purpose tool for ROBLOX

Density is a open-sourced multi-purpose tool for ROBLOX with some cool minor features including: Follow Bot Group Join Bot Cookie Generator Cookie Checker Model Buyer Visit Bot Friend Bot Favorite Bot Proxy Checker http, socks5, socks4 support UPC and C support Density is a small powerful tool designed for people who don’t have enough money for (2captcha) or paid tools, density comes in not for profitablility but for the fun of it. Thanks to ssl#0001 for developing this tool. GitHub […]

February 1, 2022 Requests

A small subset of Python Requests

a small subset of Python Requests a few years ago, when I was first learning Python and looking for http functionality, i found the batteries-included urllib — part of the Python std lib https://docs.python.org/3/library/urllib.request.html and it said The Requests package is recommended for a higher-level HTTP client interface. so i decided to try requests instead. the requests page links to a gist that makes urllib seem very complicated (and requests so much easier) import urllib2 gh_url = ‘https://api.github.com’ req = […]

February 1, 2022 Python

Python’s len() Function

In many situations, you’ll need to find the number of items stored in a data structure. Python’s built-in function len() is the tool that will help you with this task. There are some cases in which the use of len() is straightforward. However, there are other times when you’ll need to understand how this function works in more detail and how to apply it to different data types. In this course, you’ll learn how to: Find the length of built-in […]

January 31, 2022 Telegram

A simple telegram bot that takes a list of files sent by the user and returns them zipped

A simple telegram bot that takes a list of files sent by the user and returns them zipped. To be able to run the code you need to rename config.sample.ini to config.ini and fill out the needed credentials. session_dsn is the session name wanted. The bot uses dictionaries to save states so it’s not persistent between runs. The bot uses https://github.com/ukinti/garnet/ as the FSM. The storage type can be changed there. The bot saves files in a temp directory. The […]

January 31, 2022 Dictionary

Dictionary created to help train new users of Git and GitHub applications

Dicionário criado com o objetivo de auxiliar no treinamento de novos usuários dos aplicativos Git e GitHub. Ao digitar um comando do git, será apresentado seu respectivo significado, como mostra o gif abaixo Features ❗ 1ª Mensagem de saudação 2ª Escolha do usuário 3ª Apresentação do resultado Estrutura dos programas 📁 main.py – Contem a interação com o usuário logica.py – Contem a lógica de operação dicionario.py – Contem os dados base das palavras Como contribuir Você pode contribuir adicionando […]

January 31, 2022 Gmail

A gmail brute force app created with python3

So this is my first app i created with python3 . if you guys download it im going to make a gmail brute force appit’s an md5 cracker and yeah i put a free simple wordlist on it so you can use it. if u wanna add another don’t worry just drag and drop it on the folder you installed,and if u want you can replace it with PassList.txt. Have fun cracking passwords! [*] JUST USE FOR ETHICAL HACKING. [*] […]

January 31, 2022 Games

Tip Toi Dog With Python

Was ist dieses Projekt? Meine 5-jährige Tochter spielt sehr gerne das Quiz Wer kennt alle Hunde. Dabei interessiert sie sich gar nicht so sehr für die Details auf der Rückseite der Quizkarten, sondern hauptsächlich für die Hundenamen. Da sie aber noch nicht lesen kann, kann sie das Quiz nicht alleine machen. Da kam mir die Idee, den TipToi-Stift von Ravensburger dafür einzusetzen, dass sie das Spiel doch alleine spielen kann. Der Stift solltealso die jeweiligen Hundenamen vorlesen. Ich war zuversichtlich, […]

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