Transformer

Dense Prediction Transformers For Python

Vision Transformers for Dense Prediction This repository contains code and models for our paper: Vision Transformers for Dense PredictionRené Ranftl, Alexey Bochkovskiy, Vladlen Koltun Changelog [March 2021] Initial release of inference code and models Setup Download the model weights and place them in the weights folder: Monodepth: Segmentation: Set up dependencies: pip install -r requirements.txt The code was tested with Python 3.7, PyTorch 1.8.0, OpenCV 4.5.1, and timm 0.4.5 Usage Place one or more input images in the folder input. […]

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Stock

Program to compare stock performance of Senator’s transactions vs when the sale is disclosed

Program to compare stock performance of Senator’s transactions vs when the sale is disclosed. Using to find if tracking Senator stock trades is a worthwhile investment strategy: it is. Calls SenateStockWatcher.com’s API to receive an aggregate list of Senator stock transactions. Then uses a for loop to cycle through the stock purchases and calls senator_performance and disclosure_performance functions to find buy prices and current prices of each to calculate performances. Senators have a statistically significant overperformance of the market average […]

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Transformer

Reproduction of Vision Transformer in Tensorflow2. Train from scratch and Finetune

Tensorflow2 implementation of the Vision Transformer(ViT). This repository is for An image is worth 16×16 words: Transformers for image recognition at scale and How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers. Limitations. Due to memory limitations, only the ti/16, s/16, and b/16 models were tested. Due to memory limitations, batch_size 2048 in s16 and 1024 in b/16 (in paper, 4096). Due to computational resource limitations, only reproduce using imagenet1k. All experimental results and graphs are opend […]

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Discord

Pycord, a maintained fork of discord.py, is a python wrapper for the Discord API

A fork of discord.py. PyCord is a modern, easy to use, feature-rich, and async ready API wrapper for Discord written in Python. Key Features Modern Pythonic API using async and await. Proper rate limit handling. Optimised for both speed and memory usage. Supports Slash Commands, Context Menus and Message Components. Installing Python 3.8 or higher is required To install the library without full voice support, you can just run the following command:

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Papers

The implementation for paper Joint t-SNE for Comparable Projections of Multiple High-Dimensional Datasets

This is the implementation for paper Joint t-SNE for Comparable Projections of Multiple High-Dimensional Datasets. abstract: We present Joint t-Stochastic Neighbor Embedding (Joint t-SNE), a technique to generate comparable projections of multiple high-dimensional datasets. Although t-SNE has been widely employed to visualize high-dimensional datasets from various domains, it is limited to projecting a single dataset. When a series of high-dimensional datasets, such as datasets changing over time, is projected independently using t-SNE, misaligned layouts are obtained. Even items with identical […]

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Games

A Tetris Game for programming education

プログラミング学習を目的とした、ブロックを操作してスコアを競うゲームです。FAQはこちら。tutorialはこちら。 実行環境準備 Mac環境 Finder→Application→Utility→Terminalから、ターミナルを起動して以下コマンドを実行する。 # install pyqt5 and NumPy brew install python3 pip3 install pyqt5 pip3 install numpy # install other packages brew install git doc/files/install_mac.mdに上記手順を記載 Ubuntu/JetsonNano環境 doc/files/install_ubuntu.mdに手順を記載 windows環境 WSL(Windows Subsystem for Linux)を使う場合の手順Docker for Windowsを使う場合の手順 docker環境 docker/README.mdに手順を記載 実行方法 本リポジトリを取得 cd $HOME git clone https://github.com/seigot/tetris_game ゲーム開始用スクリプトを実行

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Django

AUES Student Management System Developed for laboratory works №9 Purpose using Python (Django)

AUES Student Management System Developed for laboratory works №9 Purpose using Python (Django).Feel free to make changes based on your requirements. I’ve created this project while learnging Django and followed tutorial series from Youtube & Books And if you like this project then ADD a STAR ⭐️ to this project 👆 Features of this Project A. Admin Users Can See Overall Summary Charts of Stuudents Performance, Staffs Perfomrances, Courses, Subjects, Leave, etc. Manage Staffs (Add, Update and Delete) Manage Students […]

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Scratch

Scratch2py or S2py is a easy to use, versatile tool to communicate with the Scratch API Based of Scratch2py

Scratch2py or S2py is a easy to use, versatile tool to communicate with the Scratch APIBased of Scratch2py Installation Run this command in your terminal as ONE command. pip install scratch2py && pip install –force-reinstall websocket-client Usage Import scratch2py in like this: from scratch2py import Scratch2Py s2py = Scratch2Py(‘username’, ‘password’) # Imports s2py and initializes    

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