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+Bookmarks
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+
myCompany
+
+
- SME Rescue Center > Main
+
Intellectual Property
+
+
- WIPO - Search International and National Patent Collections
+
- Espacenet - Home page
+
- The Lens
+
+
Cryptocurrency
+
+
- THB to ETH Trading | Buy Sell Ethereum at BX | Thailand Bitcoin Exchange
+
- Abucoins.com - Digital Currency Exchange powered by low fees
+
- Cryptocurrency Exchange-Binance.com
+
- Livecoin - Balance
+
- (0.01618) Litecoin LTC to Bitcoin BTC Exchange / HitBTC
+
- Korbit - Bitcoin, Ethereum, Remittance
+
- Bitcoin Exchange | Bitcoin Trading - CEX.IO
+
- New Tab
+
- SouthXchange
+
- Signing a message – CoinFalcon API Reference
+
-
+
+
- Documents | ESA Business Applications
+
Real Estate
+
+
- ระบบค้นหารูปแปลงที่ดิน
+
- Krungsri Property
+
- ค้นหาทรัพย์สินพร้อมขาย
+
- ทรัพย์สินรอการขาย
+
- https://www.krungsriproperty.com/PopupImage.aspx?img=SY327_MAP.jpg&asset=SY327&w=400&h=466
+
+
- In Her New MasterClass, Self-Made Billionaire Sara Blakely Shares 7 Remarkable Tips for Turning Any Idea Into a Successful Company | Inc.com
+
Smart farm
+
+
Micropython
+
+
- Python Socket Programming Explained in a NutShell
+
+
- 5pcs/lot 60cm 90cm 120cm T8 Tube Full Spectrum Hydroponic LED Grow Light Bar 30W 45W 60W Plant Grow Lamps for vegs grow tent|LED Grow Lights| | - AliExpress
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- Arduino Hydroponics, DIY Hydroponics System using pH Sensor & EC Sensor, Hydroponic
+
+
yiem.cc
+
+
project
+
+
wine-agent
+
+
- Restaurant Admin
+
+
+
- Using Namecheap Dynamic DNS Client - Version 2.0x (beta) - Domains
+
- https://www.itc.or.th/?page_id=15188
+
- tonAIserver | Syncthing
+
- Install WordPress with Docker Compose | Linode
+
- Log In ‹ YiemAI — WordPress
+
+
startups
+
+
- Jared Friedman - Advice for Hard-tech and Biotech Founders - YouTube
+
- How to Start a Hard Tech Startup with Sam Altman @ MIT - YouTube
+
+
- Excel for Startups: Simple Financial Models and Dashboards | by Nurzhan Ospanov | Cube Dev | Medium
+
- OpenProject
+
- Dashboard - Dashboard - Nextcloud
+
+
Hobby projects
+
+
3D printer
+
+
- Liquid Crysal 3D Polymer Printer
+
- 3D Printing Forum - 3D Print Board
+
- Material guides - Prusa3D - 3D Printers from Josef Průša
+
- Prusa Knowledge Base | Prusa Knowledgebase
+
- 44mm Mecanum Wheel (Small, Solid and Low Cost) by Jonah_Innoart - Thingiverse
+
- New user guides for Original Prusa i3 MK3S - Prusa3D - 3D Printers from Josef Průša
+
- Prusa Printers - Official Prusa 3D printers community
+
+
CAD/CAE
+
+
- Home - Siemens PLM Community
+
- Tutorials: Pre/Post
+
- Siemens Documentation: NX 11 Help
+
- Siemens Nx Tutorials - YouTube
+
- NC Education - YouTube
+
- Building the Digital Factory
+
- Free Engineering Simulation Software for Students | ANSYS
+
- TUTORIAL 3: Simulation of fluid flow in centrifulgal pump using ANSYS CFX - YouTube
+
- Chapter 1: Introduction to the ANSYS CFX Tutorials
+
+
embedded device
+
+
- Serial Input Basics - updated
+
- Py 01 – Visual Studio: Publish Python Script on a Unix Machine & Remote Debug – Mustafa Kasap Microsoft Tech Blog
+
- pyserial 3.4 : Python Package Index
+
- Tutorial: How to send an email with Python - Nael Shiab
+
- DHT22 Tutorial for Raspberry Pi | Rototron
+
- Tutorial:A guide to putting your Arduino to sleep — The Arduino Maker Man
+
- pytorch docker inyoursaas/pytorch
+
- Paho Python MQTT Client-Understanding The Loop
+
ADC
+
+
- Arduino ADS1115 ADC Tutorial 1 | Henry's Bench
+
- Adafruit_ADS1X15/singleended.pde at master · adafruit/Adafruit_ADS1X15 · GitHub
+
+
development board
+
+
Raspberry pi
+
+
cluster
+
+
- Designing Your First App in Kubernetes, Part 1: Getting Started - Docker Blog
+
- Develop and Deploy Kubernetes Applications on a Raspberry Pi Cluster | by Richard Youngkin | Better Programming
+
- Kubernetes Raspberry Pi 4 Cluster - AZURE FOR ALL
+
- K8ssandra
+
+
- Setting up a Raspberry Pi headless - Raspberry Pi Documentation
+
- How to give your Raspberry Pi a Static IP Address - UPDATE | The Pi Hut
+
- How to Automatically Reconnect Raspberry Pi to WiFi? – Francis Universe
+
- Change Your Raspberry Pi Hostname
+
- Samba - Raspberry Pi Samba Server
+
- change wifi with command line
+
- run app at startup
+
- Tutorial: Setting Up ddclient on Ubuntu to Update Dynamic DNS – Dima's Blog
+
- Change netplan renderer from networkd to NetworkManager - nixCraft
+
- pi 4 - RPi 4 running Ubuntu Server 20.04: can't connect to WiFi - Raspberry Pi Stack Exchange
+
- Auto-Run Python Program on Raspberry Pi Startup - itechfy
+
- How To Use Cron to Automate Tasks on Ubuntu 18.04 | DigitalOcean
+
- (1) This solved my issues with YouTube playback (audio and/or video choppiness) (RPi 4) : raspberry_pi
+
- Serial Communication between Raspberry Pi and Arduino – Part 2 – Dashboard Project
+
- Raspberry Pi Server Mark III – Uptime Lab
+
- Automatic Access Point with Docker and Raspberry Pi Zero W – Follow The White Rabbit
+
- GitHub - ronisbr/BaremetalPi.jl: Julia library to access Raspberry Pi peripherals without requiring external libraries.
+
- How to Enable SSH on Ubuntu 20.04 | Linuxize
+
- Netplan static IP on Ubuntu configuration - Linux Tutorials - Learn Linux Configuration
+
- How to Make a Safe Shutdown Button for Raspberry Pi - Tutorial Australia
+
+
ESP32
+
+
- ESP32 MicroPython: Getting started with the uPyCraft IDE | techtutorialsx
+
- Joen's code snippets pages - ArduinoMenu demo TTGO T-Display
+
+
Rock pi 4b+
+
+
- Reboot script via GPIO armbian - Using ROCK Pi 4 - Radxa Forum
+
+
+
camera module
+
+
- OV7670 Arduino Camera Sensor Module Framecapture Tutorial: 11 Steps (with Pictures)
+
- GitHub - indrekluuk/LiveOV7670
+
- Embedded Programmer: Hacking the OV7670 camera module (SCCB cheat sheet inside)
+
- namato/micropython-ov2640: A MicroPython class for the ov2640 camera.
+
- micropython-ov2640/ESP32 at master · cj667113/micropython-ov2640
+
- Home · tsaarni/micropython-with-esp32-cam Wiki · GitHub
+
- esp32-cam-micropython/firmwares at master · shariltumin/esp32-cam-micropython · GitHub
+
- ESP32-CAM 101 - MicroPython Forum
+
- Release Micropython build for ESP32-cam support · Lennyz1988/micropython
+
- MicroPython: Taking photos with an ESP32 - LeMaRiva|tech
+
- ESP32 Camera (ESP32 Cam) Library - MicroPython Forum
+
- ecapture · PyPI
+
- ESP32-CAM Take Photo and Save to MicroSD Card | Random Nerd Tutorials
+
+
android phone
+
+
- Running NumPy in Android Devices using the Kivy Python Framework
+
+
IMU
+
+
- https://github.com/bolderflight/MPU9250
+
- adxl355-python/adxl355.py at master · gpvidal/adxl355-python
+
- EVAL-ADXL355Z Analog Devices | Mouser ไทย
+
- Choosing The Right Sensor for Vibration Analysis - Amir Khademi - Medium
+
+
microphone
+
+
- Measuring Sound Levels | Adafruit Microphone Amplifier Breakout | Adafruit Learning System
+
- miketeachman/micropython-esp32-i2s-examples: Usage and examples for I2S support on the ESP32 microcontroller
+
- https://hackaday.io/project/162059-street-sense/log/160705-new-i2s-microphone
+
- Using the ESP32 with SPH0645 Micophone (I2S) - ESP32 Forum
+
- https://github.com/maspetsberger/esp32-i2s-mems/blob/master/examples/NoiseLevel/NoiseLevel.ino
+
+
LoRa
+
+
- MQTT bridged LoRa networks with MicroPython on ESP32 - MicroPython Forum
+
- MicroPython: ESP32 sending data using LoRa - LeMaRiva|tech
+
- [IoT] LoRa with MicroPython on the ESP8266 and ESP32
+
- RAK7243C Pilot Gateway | LoRa TTN Solution | Smart Choice for Cloud Deployment – RAKwireless
+
+
Micropython
+
+
- Python Socket Programming Explained in a NutShell
+
- GitHub - micropython/micropython-lib: Core Python libraries ported to MicroPython
+
- GitHub - peterhinch/micropython-async: Application of uasyncio to hardware interfaces
+
- micropython-async/TUTORIAL.md at master · peterhinch/micropython-async · GitHub
+
- GitHub - thetreerat/WaterPump: micropython project for controlling Water Pumps
+
- Flash Firmware | Building and Running MicroPython on the ESP8266 | Adafruit Learning System
+
- Home · loboris/MicroPython_ESP32_psRAM_LoBo Wiki · GitHub
+
- loboris (Boris Lovosevic)
+
+
temp sensor
+
+
- micropython-dflib/PT100 at master · DFRobot/micropython-dflib
+
- Arduino and LM35 temperature sensor interfacing - Simple Projects
+
+
balenaOS
+
+
- GitHub - balena-io-playground/x11-window-manager
+
- Running a full desktop in a container
+
+
display
+
+
- 7inch HDMI Display-B - LCD wiki
+
- Raspberry Pi Config | Adafruit 5" and 7" 800x480 TFT HDMI Backpack | Adafruit Learning System
+
+
hall effect sensor
+
+
- https://adam-meyer.com/arduino/Various_Hall_Effect_Sensors
+
+
- Automatically connect a Raspberry Pi to a Wifi network | We Work We Play
+
+
MATLAB/Simulink
+
+
- MATLAB Central
+
- Simulink Resources, Tutorials and Downloads | MakerZone
+
- Webinars - Simulink
+
- MATLAB Documentation
+
- Simulink Documentation
+
- Blog | MakerZone
+
- File Exchange - MATLAB Central
+
- Programming Raspberry Pi with Simulink for robo... | element14 | Technical Library
+
- Machine Learning with MATLAB - Confirmation - MATLAB & Simulink
+
- Zumo Line Maze Navigation | MakerZone
+
- Robotics - MATLAB and Simulink Solutions - MATLAB & Simulink
+
- Robotics System Toolbox Examples - MATLAB & Simulink
+
- Simulink Arduino example
+
- Computer Vision System Toolbox Examples - MATLAB & Simulink
+
- Working with Android™ Devices Block Library
+
- Deploy Training of Neural Networks - MATLAB & Simulink
+
- Deep Learning - MATLAB & Simulink
+
+
Spectrophotometer
+
+
- How Does a Spectrometer Work?
+
- Public Lab: CCD Photodiode Array Spectrometer
+
- DIY IR-FT spectrometer? - Organic Chemistry - Science Forums
+
- Grating Physics
+
- Spectroscopic Properties of Gratings | Spectrogon
+
- Optics of Spectroscopy Tutorial - HORIBA
+
- Visible Ruled Reflective Diffraction Gratings
+
- The LCGC Blog: Diode Array Detector Settings - Five Minutes to Change Your Chromatography Forever | LCGC
+
+
Big data
+
+
- Integrating Apache NiFi and Apache Kafka
+
- Edge2AI Autonomous Car: Train and deploy a model to the edge (3 of 3) - Cloudera Blog
+
- Edge2AI Autonomous Car: Building an Edge to AI data pipeline (2 of 3) - Cloudera Blog
+
- Edge2AI Autonomous Car: Collecting Data on Small-scale Smart Car and Preparing Data Pipeline (1 of 3) - Cloudera Blog
+
- Integrating Apache NiFi and Apache Kafka - Cloudera Community
+
- Apache NiFi And Kafka Docker Example - Towards Data Science
+
+
Smart farm
+
+
Apache nifi
+
+
- Running a cluster with Apache Nifi and Docker
+
- Working with the Official NiFi Docker Image
+
- Apache NiFi User Guide
+
- NiFi System Administrator’s Guide
+
+
- the Smart IoT Farming at Home! | IoT水耕栽培機「foop」
+
- New LED Grow Light 220V Full Spectrum High Luminous Efficiency Plant Grow Lamp IP67 Waterproof for Indoor Outdoor Plants Growing-in LED Grow Lights from Lights & Lighting on AliExpress - 11.11_Double 11_Singles' Day
+
- LED Grow light Full Spectrum Indoor Plant lamp AC85 265V T5 Tube Bulb Bar light 2835 chip and US/EU For Plants-in LED Grow Lights from Lights & Lighting on AliExpress - 11.11_Double 11_Singles' Day
+
+
Mainflux
+
+
- mainflux/mainflux: Industrial IoT Messaging and Device Management Platform
+
+
docker
+
+
- Hosting a static site using Nginx web server inside Docker container
+
- A Docker Tutorial for Beginners
+
- Designing Your First App in Kubernetes, Part 1: Getting Started - Docker Blog
+
- 4 steps to get a docker running with GPU on Ubuntu 20.04 · GitHub
+
+
vacation
+
+
- https://travel.kapook.com/view70999.html
+
hua hin
+
+
- https://www.taklongtongteaw.com/villa-seville-hua-hin/
+
- https://www.booking.com/hotel/th/villa-seville.th.html?aid=390156;label=duc511jc-1DCAMo3QFCB2h1YS1oaW5IJlgDaN0BiAEBmAEmuAEXyAEM2AED6AEB-AECiAIBqAIDuAKZnbTxBcACAQ;sid=19e99c7c02b6bcc489077495537ac944;all_sr_blocks=490085601_163185554_0_0_0;checkin=2020-02-
+
- https://travel.mthai.com/blog/160077.html
+
+
+
cassandra database
+
+
- Building a Python Data Pipeline to Apache Cassandra on a Docker Container
+
- Cassandra Tutorial for Beginners: Learn in 3 Days
+
+
TCDC
+
+
- TCDC (Thailand Creative & Design Center)
+
- my.tcdc
+
- TCDC Resource Center
+
- TCDC Materials
+
- TCDC Resource Center
+
+
dolibarr
+
+
- tuxgasy/dolibarr - Docker Hub
+
- Module development - Dolibarr ERP CRM Wiki
+
- Make TakePOS work with Services - Using my Dolibarr - Dolibarr international forum
+
- [corrigé] Takepos : connectorplus - correctifs et questions - Utiliser mon Dolibarr - Forum Dolibarr france
+
- Developer documentation - Dolibarr ERP CRM Wiki
+
+
windows
+
+
- Python Script Automation Using Task Scheduler (Windows) - JC Chouinard
+
- Remote Desktop black screen - Microsoft Community
+
+
kubernetes
+
+
- K8ssandra documentation | K8ssandra
+
- MicroK8s Cluster on Raspberry Pi 4 Model B 8GB
+
- K8ssandra
+
+
Dash
+
+
- GitHub - plotly/Dash.jl: Dash for Julia - A Julia interface to the Dash ecosystem for creating analytic web applications in Julia. No JavaScript required.
+
- Dash for Julia User Guide and Documentation | Plotly
+
- Home · PlotlyJS
+
- Plotly Julia Graphing Library | Julia | Plotly
+
- Dash Documentation & User Guide | Plotly
+
+
- แบบบ้านฟรี แบบบ้านเพื่อประชาชน 1, 2, 3 และฉบับปรับปรุง 2559 - Pantip
+
bicycle
+
+
- "Power bank" for bike | 3D CAD Model Library | GrabCAD
+
- Wind Powered Phone Charger | 3D CAD Model Library | GrabCAD
+
- Bike Accessory Challenge | 3D CAD Model Library | GrabCAD
+
- Motorcycle Phone Holder | 3D CAD Model Library | GrabCAD
+
+
- f7b94e14e582
+
- Fiber Optic Sensor for Transformers | TSENS | Rugged Monitoring
+
cluster
+
+
- Kubernetes with OpenFaaS on Raspberry Pi 4.
+
- Hardware for my K3s Kubernetes cluster.
+
+
- Front-end web developer - Learn web development | MDN
+
Development boards
+
+
- Automatically connect a Raspberry Pi to a Wifi network | We Work We Play
+
- Setting WiFi up via the command line - Raspberry Pi Documentation
+
- Flash Firmware | Building and Running MicroPython on the ESP8266 | Adafruit Learning System
+
- Serial Input Basics - updated
+
- Py 01 – Visual Studio: Publish Python Script on a Unix Machine & Remote Debug – Mustafa Kasap Microsoft Tech Blog
+
- pyserial 3.4 : Python Package Index
+
- ESP32 MicroPython: Getting started with the uPyCraft IDE | techtutorialsx
+
- Welcome to MicroPython Development Documentation — MicroPython Development Documentation 1.0 documentation
+
- Embedded Programmer: Hacking the OV7670 camera module (SCCB cheat sheet inside)
+
- GitHub - thetreerat/WaterPump: micropython project for controlling Water Pumps
+
- GitHub - micropython/micropython-lib: Core Python libraries ported to MicroPython
+
- micropython-async/TUTORIAL.md at master · peterhinch/micropython-async · GitHub
+
- GitHub - peterhinch/micropython-async: Application of uasyncio to hardware interfaces
+
- Tutorial: How to send an email with Python - Nael Shiab
+
- DHT22 Tutorial for Raspberry Pi | Rototron
+
- OV7670 Arduino Camera Sensor Module Framecapture Tutorial: 11 Steps (with Pictures)
+
- GitHub - indrekluuk/LiveOV7670
+
+
Julia
+
+
- Unicode Input · The Julia Language
+
- GitHub - bcbi/SimpleContainerGenerator.jl: Create container images for using Julia packages (especially useful in environments without Internet access)
+
- JuliaComputing/AMQPClient.jl: A Julia AMQP (Advanced Message Queuing Protocol) / RabbitMQ Client.
+
- GitHub - jkrumbiegel/ReadableRegex.jl: regexes for people who don't really want to learn or read regexes
+
- GitHub - JuliaInterop/ZMQ.jl: Julia interface to ZMQ
+
- GitHub - JuliaDatabases/Redis.jl: A fully-featured Redis client for the Julia programming language
+
- sambitdash/PDFIO.jl: PDF Reader Library for Native Julia.
+
- Compile Julia from source with ease in VS Code (even on Windows!) - Tooling / VS Code - JuliaLang
+
- johnmyleswhite/julia_tutorials: Tutorials on Julia topics
+
- julia_tutorials/From Macros to DSLs in Julia - Part 1 - Macros.ipynb at master · johnmyleswhite/julia_tutorials
+
- A Newcomers Guide To The Julia Package Manager | Andrew’s Programming Blog
+
- Table of Contents – Quantitative Economics with Julia
+
- WhyJulia
+
- (19) JuliaCon 2017 | The State of the Type System | Jeff Bezanson - YouTube
+
- (20) Intro to Julia Programming Language with Detroit Tech Watch - YouTube
+
- Introduction - Julia language: a concise tutorial
+
- (1+) Julia | Slack
+
- (29) Developing Julia Packages - YouTube
+
- Collections and Data Structures · The Julia Language
+
- Writing your code
+
+
drone
+
+
- GitHub - damiafuentes/DJITelloPy: DJI Tello drone python interface using the official Tello SDK. Feel free to contribute!
+
+
+
Stream
+
+
UVC robot
+
+
- Thank you for contacting Xenex. | Xenex
+
- Tru-D SmartUVC
+
- Mediland Disinfection Technology
+
- Integrated Tariff Database.
+
+
IoT
+
+
- 10 Real World Applications of Internet of Things (IoT) - Explained in Videos
+
- MQTT
+
+
PTTEP
+
+
- Corrosion-Erosion Monitor | Topside | ClampOn
+
- Remote Non-Intrusive Corrosion Monitoring - Sensor Networks
+
- Introduction to Corrosion Monitoring
+
- Corrosion Monitoring
+
- Permasense - remote monitoring solutions
+
- Sensorlink Non-Intrusive Real-Time Corrosion Erosion Monitoring System | Cosasco
+
- The Basics of Non-Destructive Material Testing – Part 1 > ENGINEERING.com
+
- The Basics of Non-Destructive Material Testing – Part 2 > ENGINEERING.com
+
- The Basics of Non-Destructive Material Testing – Part 3 > ENGINEERING.com
+
- Maximo - Industries - IBM
+
- EPOCH 6LT - Portable Ultrasonic Flaw Detector
+
- NORTEC 600
+
+
Azure
+
+
- Azure IoT Fundamentals | Microsoft Docs
+
- Azure Data Lake Storage Gen1 Documentation - Tutorials, API Reference | Microsoft Docs
+
- Azure Data Lake Analytics Documentation - Tutorials, API Reference | Microsoft Docs
+
- Azure Data Factory Documentation - Tutorials, API Reference | Microsoft Docs
+
+
EGAT smart mining
+
+
- Battery LiFePO4 สำรับรถไฟฟ้าและระบบโซลาร์เซลล์
+
- แผงโซลาร์เซลล์ 40 วัตต์ Solar PV Panal 40 W - Solar Gen โซลาร์เจน
+
+
- Service Desk System - Login
+
+
AI
+
+
Julia
+
+
tutorial
+
+
- Home · Scientific Programming in Julia
+
- https://www.cs.unb.ca/~aubanel/JuliaMultithreadingNotes.html
+
- Multithreading - Usage / First steps - JuliaLang
+
- Think Julia: How to Think Like a Computer Scientist
+
- Introduction to Computational Thinking
+
- A quick introduction to data parallelism in Julia
+
- (20) Intro to Julia Programming Language with Detroit Tech Watch - YouTube
+
- Welcome - Julia Data Science
+
- Data Science Tutorials in Julia
+
+
packages
+
+
- Home · BaremetalPi
+
- JuliaComputing/AMQPClient.jl: A Julia AMQP (Advanced Message Queuing Protocol) / RabbitMQ Client.
+
+
- Unicode Input · The Julia Language
+
- GitHub - bcbi/SimpleContainerGenerator.jl: Create container images for using Julia packages (especially useful in environments without Internet access)
+
- GitHub - jkrumbiegel/ReadableRegex.jl: regexes for people who don't really want to learn or read regexes
+
- GitHub - JuliaInterop/ZMQ.jl: Julia interface to ZMQ
+
- GitHub - JuliaDatabases/Redis.jl: A fully-featured Redis client for the Julia programming language
+
- sambitdash/PDFIO.jl: PDF Reader Library for Native Julia.
+
- Compile Julia from source with ease in VS Code (even on Windows!) - Tooling / VS Code - JuliaLang
+
- johnmyleswhite/julia_tutorials: Tutorials on Julia topics
+
- Introduction - Julia language: a concise tutorial
+
- (1+) Julia | Slack
+
- (29) Developing Julia Packages - YouTube
+
- Collections and Data Structures · The Julia Language
+
- https://www.cs.unb.ca/~aubanel/JuliaGPUNotes.html
+
- Scraping web pages with Julia HTTP & Gumbo: Tutorial
+
- JuliaCon 2020 | Building Microservices and Applications in Julia - YouTube
+
- Proper way of organizing code into subpackages - Usage / First steps - JuliaLang
+
- Building Server in Julia and Connecting to a Database - DZone Web Dev
+
- Setup, Reading and Developing Julia Packages - Canberra Julia Language Meetup - 2021-04-25 - YouTube
+
- Concurrency patterns for controlled parallelisms
+
- Interactive Utilities · The Julia Language
+
- How to obtain the gradients of intermediate variables with Flux - Specific Domains / Machine Learning - JuliaLang
+
- Julia learning macros / metaprogramming - New to Julia - JuliaLang
+
- Julia Programming Language for Pythonistas - A Practical Tutorial - Machine Learning Plus
+
- JuliaCon 2021 Workshops
+
- http://www.cs.unb.ca/~aubanel/JuliaGPUNotesCUDA.html
+
+
data
+
+
dataset
+
+
NLP
+
+
- GitHub - niderhoff/nlp-datasets: Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
+
- GitHub - sgraaf/Replicate-Toronto-BookCorpus: This repository contains code to replicate the no-longer publicly available Toronto BookCorpus dataset
+
- fast.ai Datasets | fast.ai course v3
+
- OPIEC | University of Mannheim
+
- The Big Bad NLP Database - Quantum Stat
+
+
- GitHub - awesomedata/awesome-public-datasets: A topic-centric list of HQ open datasets.
+
+
- loading 0 people · Issue #6 · floriandiud/facebook-group-members-scraper
+
+
RL
+
+
- RLlib: Scalable Reinforcement Learning — Ray 0.8.0.dev3 documentation
+
- GitHub - sweetice/Deep-reinforcement-learning-with-pytorch: PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
+
- GitHub - pranz24/pytorch-soft-actor-critic: PyTorch implementation of soft actor critic
+
- GitHub - vitchyr/rlkit: Collection of reinforcement learning algorithms
+
- Learning Diverse Skills via Maximum Entropy Deep Reinforcement Learning – The Berkeley Artificial Intelligence Research Blog
+
- Gaussian Mixture Models in PyTorch | Angus Turner
+
- Soft Actor-Critic Demystified - Towards Data Science
+
- Lessons Learned Reproducing a Deep Reinforcement Learning Paper
+
- Deep Reinforcement Learning practical tips : reinforcementlearning
+
- Deep-Reinforcement-Learning-Algorithms-with-PyTorch/SAC_Discrete.py at master · p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch · GitHub
+
soft actor critic
+
+
- (14) Sergey Levine: Control as Inference and Soft Deep RL - YouTube
+
- In-depth review of Soft Actor-Critic - Towards Data Science
+
- Gradients of the policy loss in Soft-Actor Critic (SAC) – mc.ai
+
+
- (14) CS294 112 Lect 1 11817 - YouTube
+
RL in Julia
+
+
- GitHub - Unity-Technologies/ml-agents: Unity Machine Learning Agents Toolkit
+
- JuliaReinforcementLearning
+
+
- ReAgent: Applied Reinforcement Learning Platform — ReAgent 1.0 documentation
+
+
NLP
+
+
- chengchingwen – Nextjournal
+
- Meta-Learning with Julia & Flux |
+
Transformer
+
+
- (10) Lecture 1 – Course Overview | Stanford CS224U: Natural Language Understanding | Spring 2019 - YouTube
+
- Visualizing A Neural Machine Translation Model (Mechanics of Seq2seq Models With Attention) – Jay Alammar – Visualizing machine learning one concept at a time
+
- The Illustrated Transformer – Jay Alammar – Visualizing machine learning one concept at a time
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- The Annotated Transformer
+
+
Reformer
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+
- Google AI Blog: Reformer: The Efficient Transformer
+
- Illustrating the Reformer
+
- 💡Illustrating the Reformer - Towards Data Science
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- A Deep Dive into the Reformer
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+
BERT
+
+
- BERT Explained: A Complete Guide with Theory and Tutorial – Towards Machine Learning
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- BERT Explained – A list of Frequently Asked Questions – Let the Machines Learn
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- GitHub - kernelmethod/LSHFunctions.jl: Locality-sensitive hashing (LSH) in Julia.
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- Why BERT has 3 Embedding Layers and Their Implementation Details – mc.ai
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- Automatic Generation of Text Extraction Patterns from Examples
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- Julia Word Embedding Layer in Flux - Self Trained - Getting to Know Julia
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- Julia Word Embedding Layer in Flux - Pre-trained GloVe - Getting to Know Julia
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- Categories - Getting to Know Julia
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- Finetune LoRA on CPU using llama.cpp
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- GitHub - abetlen/llama-cpp-python: Python bindings for llama.cpp
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- How to Run LLMs on Your CPU with Llama.cpp: A Step-by-Step Guide
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- GitHub - OpenAccess-AI-Collective/axolotl: Go ahead and axolotl questions
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- LocalAI/examples/langchain-python at master · go-skynet/LocalAI
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- Rotary Embeddings: A Relative Revolution | EleutherAI Blog
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- handrew/browserpilot: Natural language browser automation
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- Prompt Engineering for 7b LLMs : r/LocalLLaMA
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computer vision
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- Training Yolo for Object Detection in PyTorch with Your Custom Dataset — The Simple Way
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- YOLO: A very simple tutorial - Liang-Chi Hsieh - Medium
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- Tutorial on implementing YOLO v3 from scratch in PyTorch
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- GitHub - cfotache/pytorch_custom_yolo_training: An easy way to train a Yolo object detector with your custom images dataset, using PyTorch
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- Object detection and tracking in PyTorch - Towards Data Science
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- YOLO object detection using Opencv with Python - YouTube
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Probabilistic programming
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- (1) JuliaCon 2019 | Cleaning Messy Data with Julia and Gen | Alex Lew - YouTube
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Differentiable Programming
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- Flux – Differentiable Control Problems
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- model-zoo/games/differentiable-programming at 10bd26ca21079b1c6ee246dd1938beab55178949 · FluxML/model-zoo
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spiking neural network
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+
- Fast-Firing Neurons Show Superior Synchronization | Technology Networks
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- (1) Spiking neural networks as universal function approximators workshop 2020 - YouTube
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- Astrocyte cells in the fruit fly brain are an on-off switch
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- Brain Basics: The Life and Death of a Neuron | National Institute of Neurological Disorders and Stroke
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- Stochastic Lifestyle - A Random Blog About Math and Life
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- Must Know Tips/Tricks in Deep Neural Networks (by <a href="http://lamda.nju.edu.cn/weixs/">Xiu-Shen Wei</a>)
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- Representation in the brain | Frontiers Research Topic
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- Frontiers | Training Deep Spiking Neural Networks Using Backpropagation | Neuroscience
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- Markov Chains explained visually
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- The 3 Tricks That Made AlphaGo Zero Work – Seth Weidman – Medium
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- Intuitive RL: Intro to Advantage-Actor-Critic (A2C)
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- Introduction to Various Reinforcement Learning Algorithms. Part I (Q-Learning, SARSA, DQN, DDPG)
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- Plotting Serial Data from Arduino in Real Time with Python | ThePoorEngineer
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- World Models
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- Deep-Reinforcement-Learning-Algorithms-with-PyTorch/SAC_Discrete.py at master · p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch · GitHub
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- Artificial Inteligence · GitBook
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- CS 294 Deep Reinforcement Learning, Fall 2017
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Inspiration
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