July 1, 2021 Language Models

Knowledge Inheritance for Pre-trained Language Models

Knowledge-Inheritance Source code paper: Knowledge Inheritance for Pre-trained Language Models (preprint). The trained model parameters (in Fairseq format) can be downloaded from Tsinghua Cloud. You can use convert_fairseq_to_huggingface.py to convert the Fairseq format into Huggingface’s transformers format easily. We refer the downstream performance evaluation to the implementation of Fairseq (GLUE tasks) and Don’t Stop Pre-training (ACL-ARC / CHEMPROT). If you have any question, feel free to contact us ([email protected]). 1. Available Pretrained Models WB domain: Wikipedia + BookCorpus; CS domain: […]

July 1, 2021 Maps

A large dataset of 100k Google Satellite and matching Map images

Larger Google Sat2Map dataset This dataset extends the aerial ⟷ Maps dataset used in pix2pix (Isola et al., CVPR17). The provide script download_sat2maps.py scrapes pairs of matching Maps and Satellite images using the Google Maps API from the 22 most populous cities in the United States. Following pix2pix, the pair of satellite and map images are concatenated side-by-side into one image like below. Occasionally, the satellite or the map image are not provided by the API, or simply not interesting […]

July 1, 2021 Email

An SMTP gateway for Apprise notifications

mailrise Mailrise is an SMTP server that converts the emails it receives into Apprise notifications. The intended use case is as an email relay for a home lab or network. By accepting ordinary email, Mailrise enables Linux servers, Internet of Things devices, surveillance systems, and outdated software to gain access to the full suite of 60+ notification services supported by Apprise, from Matrix to Nextcloud to your desktop or mobile device. Just as email brought written messages into the 21st […]

July 1, 2021 Wrapper

Python wrapper for WhatsApp web-based on selenium

alright Python wrapper for WhatsApp web made with selenium inspired by PyWhatsApp Getting started You need to do a little bit of work to get alright to running, but don’t worry I gotcha you, everything will work well if you just carefully follow through the documentation. Installation We need to have alright installed on our machine to start using which can either be done directly from GitHub or using pip. installing directly You first need to clone or download the […]

July 1, 2021 Scripts

Tracing instruction in lldb debugger. just a python-script for lldb

Tracing instruction in lldb debugger.just a python-script for lldb. How to use it? Break at an address where you want to begin tracing. Import lldb python script. Set an address where you want to end tracing. Use ‘trace’ command,and redirect log to file. trace -e 0x111111 -l all -t ~/tracelog.txt -d ~/debuglog.txt GitHub https://github.com/yangyss/lldb-trace

July 1, 2021 Framework

A new advanced real time threat intelligence framework

ARTIF ARTIF is a new advanced real time threat intelligence framework built that adds another abstraction layer on the top of MISP to identify threats and malicious web traffic on the basis of IP reputation and historical data. It also performs automatic enrichment and threat scoring by collecting, processing and correlating observables based on different factors. Key features of ARTIF includes:- Scoring System: Enriches IP addresses with threat metadata including a threat score which can act as a threshold value […]

July 1, 2021 Deep Learning

Implementation of Graph Transformer in Pytorch

Graph Transformer – Pytorch Implementation of Graph Transformer in Pytorch, for potential use in replicating Alphafold2. This was recently used by both Costa et al and Bakers lab for transforming MSA and pair-wise embedding into 3d coordinates. Todo add rotary embeddings for injecting adjacency information Install $ pip install graph-transformer-pytorch Usage import torch from graph_transformer_pytorch import GraphTransformer model = GraphTransformer( dim = 256, depth = 6, edge_dim = 512, # optional – if left out, edge dimensions is assumed to […]

July 1, 2021 Bot

A chatbot made in RASA and helps the user to plan their vacation

rasa-travel-chatbot Here is my Senior Design Project that I implemented to graduate from Computer Engineering. It is a chatbot made in RASA and helps the user to plan their vacation in the Turkish language. In order to plan the user’s vacation, it provides reservations by asking various questions for hotel, flight, or event. Create a virtual environment of python 3.6 or greater. Navigate to the rasa directory. Run the command:rasa train After the model is trained, launch the rasa core […]

July 1, 2021 Models

BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data

BoB This repository provides the implementation details for the ACL 2021 main conference paper: BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data. 1. Data Preparation In this work, we carried out persona-based dialogue generation experiments under a persona-dense scenario (English PersonaChat) and a persona-sparse scenario (Chinese PersonalDialog), with the assistance of a series of auxiliary inference datasets. Here we summarize the key information of these datasets and provide the links to download these datasets if […]

July 1, 2021 ASCII Art

Convert any image into greyscale ASCII art in python

Image-to-ASCII Convert any image into greyscale ASCII art. Setup 1. Clone Repo git clonehttps://github.com/BSmith156/Image-to-ASCII.git 2. Install Requirements pip install -r requirements.txt Usage image_to_ascii.py input_file output_file [-i] [-max n] Arguments Argument Description input_file The image file being converted. output_file The file to store the ASCII art. -i Optional. Inverts the image colour, useful when displaying the output using a light font on a dark background. -max n Optional. Sets the maximum width/height of the output to n, 0 for no maximum. […]

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