2021 February

Tags:

• 2021

2021 February

Fun

• Pet Rock

Scientific Report Tools

• Weave.jl - Scientific Reports Using Julia · Weave.jl
• R Markdown
• Pweave - Scientific Reports Using Python — Pweave v0.30 documentation
• knitr - Elegant, flexible, and fast dynamic report generation with R - Yihui Xie | 谢益辉

Web-based Local Only Editor

• Hush Docs
  • j-berman/hush-docs: Offline-first, private Google Docs alternative.
• PrivaNote
  • PortabellaInc/privanote: Offline first, end-to-end encrypted note taking.

Android Machine Learning

• MLKIt Android
• A Look at Android ML Kit - the Machine Learning SDK
• asmaamirkhan/MLKitDemo: A demo app for various Firebase ML-Kit vision functionalities 🕵️‍♀️
• googlesamples/mlkit: A collection of sample apps to demonstrate how to use Google’s ML Kit APIs on Android and iOS

Userscripts

• Userscripts.org: Power-ups for your browser
• OpenUserJS

Tunneling

• anderspitman/awesome-tunneling: List of ngrok alternatives and other ngrok-like tunneling software and services. Focus on self-hosting.
• Visual guide to SSH tunnels

Machine Learning: Action Recogntion

• TwentyBN/sense: Enhance your application with the ability to see and interact with humans using any RGB camera.

Wikimedia

• Wikipedia Pageviews Analysis

Python Tutorials

• Preface - 100 Page Python Intro License: CC-BY-NC
• Preface - Python resources for everybody License: CC

Python by Projects

• norvig/pytudes: Python programs, usually short, of considerable difficulty, to perfect particular skills.
• karan/Projects-Solutions: Links to others’ solutions to Projects (https://github.com/karan/Projects/)
• tuvtran/project-based-learning: Curated list of project-based tutorials
• Code with Repl.it | Python projects for beginners

Robot: Farming

• FarmBot | Open-Source CNC Farming

Segmentation

• One-Shot Medical Image Segmentation: All you need is one labeled image
• Dense cellular segmentation for EM using 2D–3D neural network ensembles | Scientific Reports
  • Dense cellular segmentation for EM using 2D-3D neural network ensembles | leapmanlab.github.io

Deep Learning : Review on Review

• DL Surveyception: a survey of overviews, reviews and surveys in deep learning for computer vision, time-series and others - HackMD

Timezone

• Every Time Zone: time zone converter, compare time zone difference and find best time for a meeting with one click

Machine Learning Blog

• Weights & Biases
• 2021 Cheat Sheets: Data Science and Machine Learning Cheat Sheet

Downloader

• rand-net/khan-dl: Download courses from khanacademy.org

Research

• Deep learning framework for subject-independent emotion detection using wireless signals

File Send

• Sendfiles.online

Single HTML Web

• pseudosavant/player.html: One file drop-in video player web app for using video files served using basic directory listing
• pseudosavant/markdown.html: Browse an HTTP folder and view markdown or any other text document

Machine Learning

• Gradio | Machine Learning Hosting
• Gradio | Introducing Hosted
• hendrycks/natural-adv-examples: A Harder ImageNet Test Set

AI for Humanity

• Applying Artificial Intelligence to Identify Malaria Infected Water Bodies
• How Omdena AI Challenges Work

Machine Learning Course

• StanfordVL/cs131_notes: Class notes for CS 131.
• Machine Learning Crash Course | Google Developers

Adversarial AI

• adversarial.io | – Fighting mass image recognition

Course

• All Courses | lynda.com
• parrt/msds621: Course notes for MSDS621 at Univ of San Francisco, introduction to machine learning Introduction to Machine LEarning

AI Blog

• Data Science Weekly Newsletter Archive | Data Science Weekly

Gig Economy

• Workers or self-employed?
• The court made very specific arguments:

1. Uber set the fare which meant that they dictated how much drivers could earn
2. Uber set the contract terms and drivers had no say in them '
3. Request for rides is constrained by Uber who can penalise drivers if they reject too many rides
4. Uber monitors a driver’s service through the star rating and has the capacity to terminate the relationship if after repeated warnings this does not improve

• The main difference I see is the imbalance of power. A self-employed can decide who to work with and negotiate almost everything with them. He have my business, the company have theirs, and they discuss to try to reach agreements or not. Uber drivers are not in this position. Uber can dictate everything they want, drivers can only decide to stay or leave.
• The issue here is that Uber pretends the driver is contracted by the passenger. In which case the driver should be free to negotiate with the passenger. That Uber exercises control of the relationship is what is indicating that Uber is an employer here. Uber pretends you’re working for the customer, not them. That is a key element in their attempt to pretend they’re not an employer.
• Uber acts as an intermediary party between the contractor and the client (the passenger), so you should compare it to platforms for contract work, such as Upwork, or fiverr, or something like that. The point of Uber is that they’re only an intermediate party that puts clients and drivers together. Drivers are not providing a service to Uber. They don’t control your rates, they don’t stop you from getting jobs if you reject a lot, they don’t set any quality minimums for your job, and they don’t remove you if someone doesn’t give you five stars. In other words, you’re not working for these platforms, it’s just a marketplace. With Uber, drivers are working for Uber, not for the passengers. However, Uber is pretending to be a marketplace, and it isn’t. This sentence just proves that.

Face Recognition

• exadel-inc/CompreFace: Free and open-source face recognition system from Exadel

Social Media

• qeeqbox/social-analyzer: API, CLI & Web App for analyzing & finding a person’s profile across 350+ social media websites (Detections are updated regularly)

Notebook

• The Collaborative Data Science Platform | Mode

ML Tools

• RapidMiner | Best Data Science & Machine Learning Platform
  • Machine Learning and RapidMiner Tutorials | RapidMiner Academy
  • Online Certification | RapidMiner Academy

Web Scraping dan Data Mining

• Automatio - No-code Web Automation Tool
• Orange Data Mining - Data Mining

AI Learning

• Data Science and Cognitive Computing Courses - Cognitive Class | Free Courses in Data Science, AI, Cloud Computing, Containers, Kubernetes, Blockchain and more.

Data Tools

• Gephi - The Open Graph Viz Platform
• Orange Data Mining - Data Mining

FPGA

• VHDL - FPGA Tutorial
• theDataBus.io
• Project F - FPGA Development
• Verilog, Formal Verification and Verilator Beginner’s Tutorial
• fpga4fun.com - where FPGAs are fun

3D Reconstruction

• MyHeritage Deep Nostalgia™, deep learning technology to animate the faces in still family photos - MyHeritage
• AliaksandrSiarohin/first-order-model: This repository contains the source code for the paper First Order Motion Model for Image Animation
• First order model

Portable Server

• redbean

FPGA

• os-fpga/open-source-fpga-resource: A list of resources related to the open-source FPGA projects

Fonts

• Google Fonts

Web Tools

• Wordclouds