Author: Deep Learner

Transformer

Embracing Single Stride 3D Object Detector with Sparse Transformer

This is the official implementation of paper: Embracing Single Stride 3D Object Detector with Sparse Transformer Authors:Lue Fan,Ziqi Pang,Tianyuan Zhang,Yu-Xiong Wang,Hang Zhao,Feng Wang,Naiyan Wang,Zhaoxiang Zhang Paper Link (Check again on Monday) Introduction and Highlights SST is a single-stride network, which maintains original feature resolution from the beginning to the end of the network. Due to the characterisric of single stride, SST achieves exciting performances on small object detection (Pedestrian, Cyclist). For simplicity, except for backbone, SST is almost the same […]

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Graph

Implementation of Heterogeneous Graph Attention Network

Implementation of Heterogeneous Graph Attention Network This is the code repository of paper “Prediction of Metro Ridership During the COVID-19 Pandemic: A Deep Learning Approach Based on Heterogeneous Graph” which is submitted to Transportation Rsearch Part C: Emgerging Technologies. Datasets New York City COVID case number New York City Metro Ridership Number Model Framework How to Run? cd Experiments/ python main.py –epoch 200 –seed 1230 –log_file=’./logs/running_log.log’ Grid Search:

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Badge

Best badge generator API to count visitors of your Repository / Account

A badge generator service to count visitors of your markdown file. Hello every one! In this post, I will tell you the story of me to creating the github-visitors-badge, it’s a svg image that can count your visitors for your GitHub README.md, issues, PRs in just one line markdown code. All the story starting from I migrate all my blog posts from Hexo GitHub Pages to a GitHub issue based repository. After a painful migration, I found that there is […]

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Bot

The Encoder Bot For Python

The_Encoder_Bot Configuration Add values in environment variables or add them in config.env.example and rename file to config.env. Basics Authorization SUDO_USERS – Chat identifier of the sudo user. For multiple users use space as seperator. Encode Settings Optional DOC_THUMB – (Optional) Thumbnail for document UPLOAD_AS_DOC – (Optional) Uploads Video as doc if 1 else 0. DOWNLOAD_DIR – (Optional) Temporary download directory to keep downloaded files. ENCODE_DIR – (Optional) Temporary encode directory to keep encoded files. Configuring Encoding Format To change the […]

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HTTP

HTTP proxy pool server primarily meant for evading IP whitelists

HTTP proxy pool server primarily meant for evading IP whitelists. Create a file named proxies.txt and fill it with your HTTP proxies. Replace the AUTH_KEY constant in server.py with something secure. Set your firewall to allow TCP port 5407. Run server.py. import requests # proxy index auth key # v v proxy_url = “http://0:[email protected]:5407″ resp = requests.get( url=”https://api.ipify.org/?format=json”, proxies={“https”: proxy_url} ) print(resp.json()) GitHub View Github    

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Stream

Zaid Vc Player Allows u to steam Songs/music on vc chat

ᴢᴀɪᴅ ᴠᴄ ᴘʟᴀʏᴇʀ🔥 SORRY FOR OUR PROJECTS DELETED BY GITHUB FLAGGED ᴢᴀɪᴅ ᴠᴄ ᴘʟᴀᴇʀ ɪꜱ ᴀ ᴛᴇʟᴇɢʀᴀᴍ ᴘʀᴏᴊᴇᴄᴛ ʙᴀꜱᴇᴅ ᴏɴ ᴘʏʀᴏɢʀᴀᴍ ꜰᴏʀ ᴘʟᴀʏ ᴍᴜꜱɪᴄꜱ ɪɴ ᴠᴄ ᴄʜᴀᴛꜱ… 🅡🅔🅟🅞 🅢🅣🅐🅣🅢 ʀᴇQᴜɪʀᴇᴍᴇɴᴛꜱ 📝 🧪 ɢᴇᴛ STRING_SESSION ꜰʀᴏᴍ ʜᴇʀᴇ: @genStr_Bot ᴄᴏᴍᴍᴀɴᴅꜱ CLICK HERE ꜰᴇᴀᴛᴜʀᴇꜱ ᴡɪᴛʜ ᴀɪ 🔥️ ᴘʟᴀʏ ᴍᴜꜱɪᴄ ɪɴ ᴛᴇʟᴇɢʀᴀᴍ ɢʀᴏᴜᴘ    

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Template

Create CDK projects with projen

I’ll be back! Description This is a CDKv2 project that takes the grind out of setting up new cdk projects/implementations by using automation When deployed this project will create for each ‘template’ a set of resources; a ssm automation document which ‘kicks’ off the process of creating a new ‘instance’ of your template a lambda which acts as ‘glue’ between the ssm automation document and a codebuild project which creates a cdk project based on the parameters you pass into […]

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Neural Machine Translation (NMT), NMT Leave a comment

Machine Translation Weekly 96: On Evaluation of Non-Autoregressive MT Systems

I often review papers on non-autoregressive machine translation a tend the repeat the same things in my reviews. The papers often compare non-comparable things to show the non-autoregressive models in a better light. Apart from the usual flaws in MT evaluation, non-autoregressive papers often (with honorable exceptions) get lost in the knowledge distillation setup. In general, papers tend to motivate non-autoregressive MT by potential speedup. Although it is an important motivation, it is not the main motivation for me. By […]

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NLP

Multi-domain Multilingual Question Answering

This post expands on the EMNLP 2021 tutorial on Multi-domain Multilingual Question Answering. The tutorial was organised by Avi Sil and me. In this post, I highlight key insights and takeaways of the tutorial. The slides are available online. You can find the table of contents below: Introduction Open-Retrieval QA vs Reading Comprehension What is a Domain? Multi-Domain QA Datasets for Multi-Domain QA Multi-Domain QA Models Multilingual QA Datasets for Multilingual QA Multilingual QA Models Open Research Directions Question answering […]

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image-rotate

Rotates your images in the spirit of rot13

Its like rot13 but for images. Calling the algorithm imrot10 for im = image, rot = rotation, 10 = default magnitude. Unfortunately it is not symmetric like rot13 but i’m not wasting my time to develop fully symmetric so you have to use the -u parameter to undo it. python3 image-rotator.py -h usage: image-rotator.py [-h] [-i INPUT] [-o OUTPUT] [-u [UNDO]] [–magnitude MAGNITUDE] optional arguments: -h, –help show this    

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