Transformer

Extract knowledge from raw text in python

This repository is a nearly copy-paste of “From Text to Knowledge: The Information Extraction Pipeline” with some cosmetic updates. I made an installable version to evaluate it easily. The original code is available @ trinity-ie. To create some value, I added the Luke model to predict relations between entities. Luke is a transformer (same family as Bert), its particularity is that during its pre-training, it trains parameters dedicated to entities within the attention mechanism. Luke is in fact a very […]

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QUESTION ANSWERING

An ActivityWatch watcher to pose questions to the user and record her answers

aw-watcher-ask An ActivityWatch watcher to pose questions to the user and record her answers. This watcher uses Zenity to present dialog boxes to the user, and stores her answers in a locally running instance of ActivityWatch. This can be useful to poll all sorts of information on a periodical or random basis. The inspiration comes from the experience sampling method (ESM) used in psychological studies, as well as from the quantified self movement. Install Using pip/pipx Create a virtual environment, […]

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Machine Learning

Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization

The implement of paper “Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization” Neural graph based Collaborative Filtering (CF) models learn user and item embeddings based on the user-item bipartite graph structure, and have achieved state-of-the-artrecommendation performance. In the ubiquitous implicit feedback based CF, users’ unobserved behaviors are treated as unlinked edges in the user-item bipartite graph.As users’ unobserved behaviors are mixed with dislikes and unknown positive preferences, the fixed graph structure input is missing with potential positive preference […]

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Bot

Twitter bot that finds new friends in Twitter

Twitter Bot Thats Find New Friends pip install textblob pip install tweepy pip install googletrans check requirements.txt file Environment variable create .env API_KEY=”API_KEY here” API_SECRET_KEY=”API_SECRET_KEY here” TOKEN=”TOKEN here” TOKEN_SECRET=”TOKEN_SECRET here” GitHub https://github.com/Ibukiyoshidaa/TwitterFindNewFriend    

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Segmentation

Context Axial Reverse Attention Network for Small Medical Objects Segmentation

CaraNet CaraNet: Context Axial Reverse Attention Network for Small Medical Objects Segmentation This repository contains the implementation of a novel attention based network (CaraNet) to segment the polyp (CVC-T, CVC-ClinicDB, CVC-ColonDB, ETIS and Kvasir) and brain tumor (BraTS). The CaraNet show great overall segmentation performance (mean dice) on polyp and brain tumor, but also show great performance on small medical objects (small polyps and brain tumors) segmentation. The technique report is here: CaraNet Architecture of CaraNet Backbone We use Res2Net […]

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Machine Learning

Image Super-Resolution Using Very Deep Residual Channel Attention Networks

Image Super-Resolution Using Very Deep Residual Channel Attention Networks This repository is for RCAN introduced in the following paper Yulun Zhang, Kunpeng Li, Kai Li, Lichen Wang, Bineng Zhong, and Yun Fu, “Image Super-Resolution Using Very Deep Residual Channel Attention Networks”, ECCV 2018, [arXiv] The code is built on EDSR (PyTorch) and tested on Ubuntu 14.04/16.04 environment (Python3.6, PyTorch_0.4.0, CUDA8.0, cuDNN5.1) with Titan X/1080Ti/Xp GPUs. RCAN model has also been merged into EDSR (PyTorch). Introduction Convolutional neural network (CNN) depth […]

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Notifications

Get Notified about vaccine availability in your location on email & sms

Get Notified about vaccine availability in your location on email & sms ✉️! Vaccinator Octocat tracks & sends personalised vaccine info everday. Go get your shot ! 💉 Techstack There are two components in this app, First the webapp on which users can register & a second script that sends notification daily. python MongoDB APScheduler hosted on GCP GitHub https://github.com/mayukhpankaj/vaccinater    

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Checker

Tool to check publicly accessible GCP bucket

gcp-inspector Tool to check publicly accessible GCP bucket. What it does Checks whether the GCP bucket from the list is publicly accessible or not. Provides colored description in the cli.After creating a new project and enabling billing for it, open Cloud Shell and ensure that it points to the project you just created. Prerequisites GCP account with project. Create a GCP account with project enabled Install gsutil tool from the documentation or use pip. Run “gsutil config” to configure shell. […]

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Audio

Easy to use Audio Tagging in PyTorch

audio-tagging Audio Classification, Tagging & Sound Event Detection in PyTorch Progress: [x] Fine-tune on audio classification [ ] Fine-tune on audio tagging [ ] Fine-tune on sound event detection [x] Add tagging metrics [ ] Add Tutorial [x] Add Augmentation Notebook [ ] Add more schedulers [ ] Add FSDKaggle2019 dataset [ ] Add MTT dataset [ ] Add DESED Model Zoo AudioSet Pretrained Models Model Task mAP (%) Sample Rate (kHz) Window Length Num Mels Fmax Weights CNN14 Tagging […]

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Telegram

Telegram Client and Bot that use Artificial Intelligence to auto-reply to scammers

scamminator Blocking a scammer is not enough. It is time to fight back. Wouldn’t be great if there was a tool that uses Artificial Intelligence to reply to a scammer on your behalf and waste their time? This is exactly what scamminator does. Scammers have a limited amount of time available and every second wasted trying to scam an Artificial Intelligence is a second not used to scam a real person. How does it works? scamminator has three components: Telegram […]

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