August 26, 2021 Analysis

Evidence enables analysts to deliver a polished business intelligence system using SQL

Business Intelligence for Modern Data Teams Evidence enables analysts to deliver a polished business intelligence system using SQL and markdown. It offers a modern development workflow for analysts and a polished user experience for decision-makers. An Evidence project is a collection of markdown documents. Whenever you write SQL queries in those documents, Evidence runs that SQL against your data warehouse. You can reference the results of those queries directly in your markdown document’s text, or you can use them to […]

August 26, 2021 Maps

A minimal Python library to draw customized maps from OpenStreetMap data

prettymaps A minimal Python library to draw customized maps from OpenStreetMap data. Based on osmnx, matplotlib, shapely and vsketch libraries. Google Colaboratory Demo Installation Install with $ pip install git+https://github.com/abey79/vsketch#egg=vsketch $ pip install git+https://github.com/marceloprates/prettymaps.git # Init matplotlib figure fig, ax = plt.subplots(figsize = (12, 12), constrained_layout = True) backup = plot( # Address: ‘Praça Ferreira do Amaral, Macau’, # Plot geometries in a circle of radius: radius = 1100, # Matplotlib axis ax = ax, # Which OpenStreetMap layers to […]

August 26, 2021 Command-line Tools

A command-line photo search tool based on the awesome OpenAI’s CLIP neural network

rclip is a command-line photo search tool based on the awesome OpenAI’s CLIP neural network. Installation Currently, pre-built distributable is available only for Linux x86_64. Download the AppImage from the latest release. Execute following commands: $ chmod +x $ sudo mv /usr/local/bin/rclip Usage $ cd photos && rclip “search query” How do I preview the results? The command from below will open top-5 results for “kitty” in your default image viewer. For this to work, you’ll have to index the […]

August 25, 2021 Raspberrypi

Blockchain-Enabled IoT Sensor Framework that uses Augmented Reality and Artificial Intelligence

Arduino + Raspberry Pi + Unity3D + Cloud + Hyperledger Our Mission: Keep it simple, leave no one behind. Blockchain-Enabled Smart Sensor Framework using Augmented Reality. Blockchain-Enabled Smart Sensor Framework using Augmented Reality. Extended Realities for IoT. View Sensor data in 3D This project was built to help developers create extended realities that communicate with Arduino and require the security of blockchain decentralization. (__/) /)__/) (=’ .’) / COLLABORATION (‘. ‘=) o(_(“)(“) (“)(“)_)o Instructions Connect Sensors to Unity3D […]

August 25, 2021 Tracking

MoveNet Multipose Tracking on OpenVINO

MoveNet Multipose Tracking on OpenVINO Running Google MoveNet Multipose models on OpenVINO. A convolutional neural network model that runs on RGB images and predicts human jointlocations of several persons (6 max). WIP: currently only working on CPU (not on GPU nor MYRIAD) Full video demo here. For MoveNet Single Pose, please visit : openvino_movenet Install You need OpenVINO (tested on 2021.4) and OpenCV installed on your computer and to clone/download this repository. Run Usage: > python3 MovenetMPOpenvino.py -h usage: MovenetMPOpenvino.py […]

August 25, 2021 Database

A library for interacting with SQL databases from Python code

sqlmodel SQLModel, SQL databases in Python, designed for simplicity, compatibility, and robustness. SQLModel is a library for interacting with SQL databases from Python code, with Python objects. It is designed to be intuitive, easy to use, highly compatible, and robust. SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy. The key features are: Intuitive to write: Great editor support. Completion everywhere. Less time debugging. Designed to be easy to use and learn. Less time reading docs. […]

August 25, 2021 Logging

A Lightweight Logger for Machine Learning Experiments

A Lightweight Logger for ML Experiments Simple logging of statistics, model checkpoints, plots and other objects for your Machine Learning Experiments (MLE). Furthermore, the MLELogger comes with smooth multi-seed result aggregation and combination of multi-configuration runs. The API 🎮 from mle_logging import MLELogger # Instantiate logging to experiment_dir log = MLELogger(time_to_track=[‘num_updates’, ‘num_epochs’], what_to_track=[‘train_loss’, ‘test_loss’], experiment_dir=”experiment_dir/”, model_type=’torch’) time_tic = {‘num_updates’: 10, ‘num_epochs’: 1} stats_tic = {‘train_loss’: 0.1234, ‘test_loss’: 0.1235} # Update the log with collected data & save it to .hdf5 […]

August 25, 2021 QUpath

A library for interacting with QuPath from Python

PAQUO: PAthological QUpath Obsession Welcome to paquo wave, a library for interacting with QuPath from Python. paquo’s goal is to provide a pythonic interface to important features of QuPath, and to make creating and working with QuPath projects intuitive for Python programmers. We strive to make your lives as easy as possible: If paquo is not pythonic, unintuitive, slow or if its documentation is confusing, it’s a bug in paquo. Feel free to report any issues or feature requests in […]

August 25, 2021 Terminal

A terminal tool for git with python

PIGIT A terminal tool for git. When we use git, do you feel very uncomfortable with too long commands. For example: git status –short, this project can help you improve it. This project is written in Python. Now most UNIX like systems come with Python. So you can easily install and use it. Installation Pip pip install -U pigit Source git clone https://github.com/zlj-zz/pigit.git cd pigit make install # or python setup.py install # On windows Usage You can run pigit […]

August 25, 2021 Research

MIKE IO: input/output of MIKE files in python

MIKE IO: input/output of MIKE files in python Read, write and manipulate dfs0, dfs1, dfs2, dfs3, dfsu and mesh files. Facilitates common data processing workflows for MIKE files. For res1d and xns11 files use the related package MIKE IO 1D Requirements Windows or Linux operating system Python x64 3.6, 3.7,3.8 or 3.9 (Windows) VC++ redistributables (already installed if you have MIKE) More info about dependencies Where can I get help? Installation From PyPI: pip install mikeio Or development version (main […]

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