Author: Deep Learner

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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Discord

A discord bot which uses GPT-3 to generate text

Shirt Bot is a discord bot which uses GPT-3 to generate text.Made by Cyclcrclicly#3420 (474183744685604865) on Discord.Support Server COMMAND HELP ARGUMENT EXPLANATION required argument [argument] optional argument [argument=default] optional argument with a default value The order of optional arguments matters. COMMAND ARGUMENTS max_size the maximum size in tokens (word segments) randomness how random the output message will be as a percentage chance    

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Visual Studio

Open a file in your locally running Visual Studio Code instance from arbitrary terminal connections

Open a file in your locally running Visual Studio Code instance from arbitrary terminal connections. Motivation VS Code supports opening files with the terminal using code /path/to/file. While this is possible in WSL sessions and remote SSH sessions if the integrated terminal is used, it is currently not possible for arbitrary terminal sessions. Say, you have just SSH’d into a remote server using your favorite terminal and would like to open a webserver config file in your local VS Code […]

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Clubhouse

Clubhouse API written in Python

Clubhouse API written in Python FOR REFERENCE AND EDUCATION PURPOSES ONLY. THIS DOES NOT COME WITH ANY KINDS OF WARRANTY. clubhouse-py is originally developed for the sake of interoperability. Standalone client is also created with very basic features, including but not limited to the audio-chat. Please note that you may get a permanent ban for sending invalid API requests. Server’s ratelimit and security mechanisms are quite strict. Demo Please click the image to open a Youtube video demo. Requirements Windows […]

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Command-line Tools

A command line tool to peek a remote repo hosted on github or gitlab locally

repo-peek A command line tool to peek a remote repo hosted on github or gitlab locally and view it in your favorite editor. The tool handles cleanup of the repo once you exit your editor. Default editor is chosen by looking at the EDITOR environment variable, if it is not set, vim is chosen as the default editor. install repo-peek usage: ask repo-peek (repk) to checkout a github or gitlab repo using the subcommands gh or    

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PyTorch

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch

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: 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-pytorch or install the latest code using: pip3 install git+https://github.com/vballoli/nfnets-pytorch WSConv2d Use WSConv2d and WSConvTranspose2d like any other torch.nn.Conv2d or torch.nn.ConvTranspose2d modules. import torch from torch import nn from nfnets import WSConv2d conv = nn.Conv2d(3,6,3) w_conv = WSConv2d(

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Generator

A Theoretical Analysis of the Repetition Problem in Text Generation

This repository share the code for the paper “A Theoretical Analysis of the Repetition Problem in Text Generation” in AAAI 2021. The repetition problem has been observed in nearly all text generation models. We theoretically prove that this problem is, unfortunately, caused by the traits of our language itself. There exists too many words predicting the same word as the subsequent word with high probability. Consequently, it is easy to go back to that word and form repetitions. We dub […]

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Chat

Zulip server and webapp: powerful open source team chat

Zulip is a powerful, open source group chat application that combines the immediacy of real-time chat with the productivity benefits of threaded conversations. Zulip is used by open source projects, Fortune 500 companies, large standards bodies, and others who need a real-time chat system that allows users to easily process hundreds or thousands of messages a day. With over 700 contributors merging over 500 commits a month, Zulip is also the largest and fastest growing open source group chat project.

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