2021 Q3

Paper

• Multiplying Matrices Without Multiplying

• Use of artificial intelligence for image analysis in breast cancer screening programmes: systematic review of test accuracy - The BMJ

Crowd Generated

Text

• Your World of Text (replace link with everything else)

• Our World of Text (replace link with everything else)

Draw

• Rustpad

• Browserboard

Pixel

• Pixelator similar to reddit /r/place

• Webwhiteboard

MindMap

• Padlet

Graphing Software

• OriginLab - Origin and OriginPro - Data Analysis and Graphing Software

Qur'an

• quran api - Micro

• Quran.com API

Fourier Transform

• Circles Sines and Signals - Introduction

• myFourierEpicycles - draw your own fourier epicycles.

• (1) What is a Fourier Series? (Explained by drawing circles) - Smarter Every Day 205 - YouTube

• Fourier series visualisation with d3.js. - bl.ocks.org

CNN

• Finished Double-layer CNN (X ,T, and L) - Google Sheets

Cartoon

• Toonify!

Article

• Psychologists Are Learning What Religion Has Known for Years - WIRED

User Question

• XY problem - Wikipedia

Cloud

• Cloudharmony - Cloud testing

Summarization

• Resoomer - Summarizer to make an automatic text summary online

Social Space

• Hubs - Private, virtual 3D spaces in your browser

Logic

• The most counter intuitive facts in all of mathematics, computer science, and physics - by Alexander Kruel - Axis of Ordinary

Awk

• sandbox.bio Learn awk in sandbox

CAD

• Chokoku CAD

Visidata

• An Introduction to VisiData—An Introduction to VisiData CSV Excel

Brain Interface Hardware

• OpenBCI - Home

• Ildaron/ironbci: Brain-Computer Interface, ADS1299 and STM32

• Low-cost brain computer interface for everyday use - Request PDF

Wiki

• Engineering and Technology History Wiki

Word Cloud

• Wordcloud Maker

Research

• AWH-GlobalPotential-X/AWH-Geo: AWH-Geo tool and calculations for Global Potential of Harvesting Drinking Water from Air using Solar Energy

Labeling

• PixLab Annotate - Online Image Annotation, Labeling and Segmentation Tool

Sheet Automation

• Rows—The spreadsheet where teams work faster

Eye Tracking

• PyGaze - Open source eye-tracking software and more.

• Eye tracking technology - Gain insight into human behavior - Pupil Labs

Robot Simulation

• MuJoCo—Advanced Physics Simulation

Mental Model

• Ask HN: What mental models do you use everyday? - Hacker News

Flask and Micropython

• The Flask Mega-Tutorial Part I: Hello, World! - miguelgrinberg.com

• MicroPython and the Internet of Things, Part I: Welcome - miguelgrinberg.com

Windows

• Unified Write Filter (UWF) feature (unified-write-filter) - Microsoft Docs

In browser Game

• Townscaper

• Brick Block - by Oskar Stålberg

• three.js - pointerlock controls

Game Engine

• PlayCanvas WebGL Game Engine

• Create Instant Games w/ Unity - Instant Game development software for iOS, Android, and web - Unity

SMS Gateway

• Simple Raspberry Pi powered SMS Gateway

Interesting Paper

• Human Image Synthesis From Reflected Radio Waves - Unite.AI

• Soundify

Interesting Reading

• Language Modelling at Scale: Gopher, Ethical considerations, and Retrieval - DeepMind

Computer Problem Indentification

• Test My Screen - Easily test your screen for defects

Image Processing

• G'MIC 3.0: A Third Dose to Process Your Images!

• G'MICol G'Mic Online

Code Challenge

• code challenge - Counting Grains of Rice - Code Golf Stack Exchange

Data Extraction from Unstructured data

• Stixify - Your automated threat intelligence analyst. Extract machine readable intelligence from unstructured data.

Regularization

• Intuitions on L1 and L2 Regularisation - AI Singapore

• A Better Visualization of L1 and L2 Regularization - AI Singapore

• Intuitions on L1 and L2 Regularisation - by Raimi Karim - Towards Data Science

• L2 vs L1 Regularization in Machine Learning - Ridge and Lasso Regularization

• Regularization of Generalized Linear Models - mlxtend

• A Deep Dive into Regularization. I was recently brushing up on basics of…- by Divakar Kapil - uWaterloo Voice - Medium

• regression - Why L1 norm for sparse models - Cross Validated

Optimizer

• An overview of gradient descent optimization algorithms

• Optimization Algorithms in Neural Networks - KDnuggets

• Jaewan-Yun/optimizer-visualization: Visualize Tensorflow's optimizers.

• Various Optimization Algorithms For Training Neural Network - by Sanket Doshi - Towards Data Science

• Optimizers in Deep Learning. What is an optimizer? - by Musstafa - MLearning.ai - Medium

• Which Optimizer should I use for my ML Project?

• Optimizers—ML Glossary documentation

Huawei 60 multiple questions, 1,5 hours:

• 15 questions T/F Questiens

• 20-25 multiple-choice single answers

• multiple-choice multiple answers

Activation Function

• Understanding neural networks through visualization - Druva

• Visualising Activation Functions in Neural Networks - dashee87.github.io

• Activation function Mathematics and Visualization - Kaggle

• Softmax Activation Function with Python

• Visualizing the vanishing gradient problem

Web

• Interneting Is Hard - Web Development Tutorials For Complete Beginners

Dynamic vs Static Graph in Deep Learning

• Section 5 (Week 5)

Hardware

• Mico: A PDM to USB microphone based on the Raspberry Pi RP2040 · electronut

Research

• philip-huang/PIXOR: PyTorch Implementation of PIXOR

Visual

• HowVideo.works