Author: Deep Learner

PyTorch

WarpedGANSpace: Finding non-linear RBF paths in GAN latent space

Authors official PyTorch implementation of the WarpedGANSpace: Finding non-linear RBF paths in GAN latent space (ICCV 2021). If you use this code for your research, please cite our paper. Overview In this work, we try to discover non-linear interpretable paths in GAN latent space. For doing so, we model non-linear paths using RBF-based warping functions, which by warping the latent space, endow it with vector fields (their gradients). We use the latter to traverse the latent space across the paths […]

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Bootstrap

A beautiful trigonal, oil-green to greenish black crystal, with almost the hardness of a diamond

SENAITE LIMS Meta Installation Package What does SENAITE mean? SENAITE is a beautiful trigonal, oil-green to greenish black crystal, with almost the hardness of a diamond. Although the crystal is described with a complex formula, it still has clear and straight shapes. Therefore, it reflects nicely the complexity of the LIMS, while providing a modern, intuitive and friendly UI/ UX. License SENAITE.LIMS Copyright (C) 2017-2020 RIDING BYTES & NARALABS This program is free software; you can redistribute it and/or modify […]

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Cross-Platform

RedNotebook is a cross-platform journal

RedNotebook is a modern desktop journal. It lets you format, tag and search your entries. You can also add pictures, links and customizable templates, spell check your notes, and export to plain text, HTML, Latex or PDF. Requirements See debian/control for Debian and Ubuntu package names. Recommended libraries: Run on Linux (without installation) $ ./run Install on Linux We recommend to install RedNotebook with your package manager or to download the Windows installer. Follow the steps below only if your […]

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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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