Django

Open-source core of Pinry, a tiling image board system for people who want to save, tag, and share images, videos

The open-source core of Pinry, a tiling image board system for people who want to save, tag, and share images, videos and webpages in an easy to skim through format. For more information ( screenshots and document ) visit getpinry.com. Features Image fetch and online preview Tagging system for Pins Browser Extensions Multi-user support Works well with docker Both public and private boards (add @2020.02.11) Search by tags / Search boards with name (add @2020.02.14) Install with Docker See our […]

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OCR

Scan, index, and archive all of your paper documents

[ en | de | el ] Important news about the future of this project It’s been more than 5 years since I started this project on a whim as an effort to try to get a handle on the massive amount of paper I was dealing with in relation to various visa applications (expat life is complicated!) Since then, the project has exploded in popularity, so much so that it overwhelmed me and working on it stopped being “fun” […]

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Book

An open, editable library catalog, building towards a web page for every book ever published

Open Library is an open, editable library catalog, building towards a web page for every book ever published. Are you looking to get started? This is the guide you are looking for. You may wish to learn more about Google Summer of Code (GSoC)? or Hacktoberfest. Table of Contents Overview Open Library is an effort started in 2006 to create “one web page for every book ever published”. It provides access to many public domain and out-of-print books, which can […]

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Natural Language Processing, NLP, Python

The NLP Cypher | 10.03.21

RAFT is a few-shot classification benchmark that tests language models: – across multiple domains (lit reviews, medical data, tweets, customer interaction, etc.) – on economically valuable classification tasks (someone inherently cares about the task) – with evaluation that mirrors deployment (50 labeled examples per task, info retrieval allowed, hidden test set)  

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Python

Cool New Features in Python 3.10

Python 3.10 is out! Volunteers have been working on the new version since May 2020 to bring you a better, faster, and more secure Python. As of October 4, 2021, the first official version is available. Each new version of Python brings a host of changes. You can read about all of them in the documentation. Here, you’ll get to learn about the coolest new features. In this course, you’ll learn about: Debugging with more helpful and precise error messages […]

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Neural Network

An assignment on creating a minimalist neural network toolkit for CS11-747

by Graham Neubig, Zhisong Zhang, and Divyansh Kaushik This is an exercise in developing a minimalist neural network toolkit for NLP, part of Carnegie Mellon University’s CS11-747: Neural Networks for NLP. The most important files it contains are the following: minnn.py: This is what you’ll need to implement. It implements a very minimalist version of a dynamic neural network toolkit (like PyTorch or Dynet). Some code is provided, but important functionality is not included. classifier.py: training code for a Deep […]

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Keras

Keras implementation of Normalizer-Free Networks and SGD – Adaptive Gradient Clipping

Paper: https://arxiv.org/abs/2102.06171.pdf Original code: https://github.com/deepmind/deepmind-research/tree/master/nfnets Do star this repository if it helps your work! Note: Huge Credit to this comment for the pytorch implementation this repository is based on. Note: See this comment for a generic implementation for any optimizer as a temporary reference for anyone who needs it. Install from PyPi: pip3 install nfnets-keras or install the latest code using: pip3 install git+https://github.com/ypeleg/nfnets-keras NFNetF Model Use any of the NFNetF models like any other keras Model! from nfnets_keras import […]

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Tutorial

JimShapedCoding Python Crash Course 2021

This Repository includes the code and MORE exercises on each section of the entire course After this 5-hour course, you’ll have a lot of new information on Programming with Python. While you watch the video, feel free to ask questions in the comments section, share your code on different exercises, and give a feedback about the tutorial at all. What this course includes ? At least 1 Exercise on each section 10 on-demand exercises with solutions 40 lectures Best Practices […]

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Deep Learning

Python implementation of Wu et al (2018)’s registration fusion

Projection of a central sulcus probability map using the RF-ANTs approach (right hemisphere shown). This is a Python implementation of Wu et al (2018)’s registration fusion methods to project MRI data from standard volumetric coordinates, either MNI152 or Colin27, to Freesurfer’s fsaverage. This tool already available in the original MATLAB-based version provided by Wu et al, which works well out of the box. However, given Python’s increasing stake in neuroimaging analysis, a pure Python version may be useful. A huge […]

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Search

Darkdump: Search The Deep Web Straight From Your Terminal

About Darkdump Darkdump is a simple script written in Python3.9 in which it allows users to enter a search term (query) in the command line and darkdump will pull all the deep web sites relating to that query. Darkdump wraps up the darksearch.io API. Installation git clone https://github.com/josh0xA/darkdump cd darkdump python3 -m pip install -r requirements.txt python3 darkdump.py –help Usage Example 1: python3 darkdump.py –query programmingExample 2: python3 darkdump.py –query=”chat rooms”Example 3: python3 darkdump.py –query hackers –page 2 Note: The […]

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