Unity-Guide

Unity Engine Guide
https://github.com/mikeroyal/Unity-Guide

Last synced: 7 days ago
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LiDAR Tools & Frameworks
- VS Code Extensions for Developer Productivity
  - Linear Algebra Resources | Dartmouth
  - Linear Algebra | UC San Diego Extension
  - Linear Algebra for Machine Learning | UC San Diego Extension
  - Light Detection and Ranging (lidar) - resolution models of ground elevation with a vertical accuracy of 10 centimeters (4 inches). Lidar equipment, which includes a laser scanner, a Global Positioning System (GPS), and an Inertial Navigation System (INS), is typically mounted on a small aircraft. The laser scanner transmits brief pulses of light to the ground surface. Those pulses are reflected or scattered back and their travel time is used to calculate the distance between the laser scanner and the ground.  Lidar data is initially collected as a “point cloud” of individual points reflected from everything on the surface, including structures and vegetation. To produce a “bare earth” Digital Elevation Model (DEM), structures and vegetation are stripped away.
  - USGS
  - USGS 3DEP Lidar Point Cloud Now Available as Amazon Public Dataset
  - National Geospatial Program
  - USGS Lidar Base Specification(LBS) online edition
Lua Learning Resources
- viii. Linear Regression
Lua Tools, Libraries, and Frameworks
- viii. Linear Regression
  - Algernon - in support for QUIC, HTTP/2, Lua, Markdown, Pongo2, HyperApp, Amber, Sass(SCSS), GCSS, JSX, BoltDB (built-in, stores the database in a file, like SQLite), Redis, PostgreSQL, MariaDB/MySQL, rate limiting, graceful shutdown, plugins, users and permissions.
  - Lua Fun - performance functional programming library for Lua designed with LuaJIT's trace compiler in mind.
  - Luakit - browser framework extensible by Lua using the WebKit web content engine and the GTK+ toolkit.
  - Apache APISIX - time, high-performance API gateway, based on the Nginx library and etcd.
  - NodeMCU - module flash-based [SPIFFS](https://github.com/pellepl/spiffs) file system.
  - GopherLua
  - MoonScript
  - Lapis - http).
  - Lua Resty HTTP - nginx-module).
  - NLua
  - Algernon - in support for QUIC, HTTP/2, Lua, Markdown, Pongo2, HyperApp, Amber, Sass(SCSS), GCSS, JSX, BoltDB (built-in, stores the database in a file, like SQLite), Redis, PostgreSQL, MariaDB/MySQL, rate limiting, graceful shutdown, plugins, users and permissions.
MATLAB Learning Resources
- viii. Linear Regression
MATLAB Tools, Libraries, Frameworks
- viii. Linear Regression
  - Image Processing Toolbox™ - standard algorithms and workflow apps for image processing, analysis, visualization, and algorithm development. You can perform image segmentation, image enhancement, noise reduction, geometric transformations, image registration, and 3D image processing.
  - MATLAB and Simulink Services & Applications List
  - MATLAB in the Cloud - cloud) including [AWS](https://aws.amazon.com/) and [Azure](https://azure.microsoft.com/).
  - Simulink - Based Design. It supports simulation, automatic code generation, and continuous testing of embedded systems.
  - Simulink Online™
  - MATLAB Drive™
  - SoC Blockset™
  - Wireless HDL Toolbox™ - verified, hardware-ready Simulink® blocks and subsystems for developing 5G, LTE, and custom OFDM-based wireless communication applications. It includes reference applications, IP blocks, and gateways between frame and sample-based processing.
  - ThingSpeak™ - of-concept IoT systems that require analytics.
  - hctsa - series analysis using Matlab.
  - YALMIP
  - hctsa - series analysis using Matlab.
  - MATLAB Schemer
  - SEA-MAT
  - Gramm - level interface to produce publication-quality plots of complex data with varied statistical visualizations. Gramm is inspired by R's ggplot2 library.
  - GNU Octave - level interpreted language, primarily intended for numerical computations. It provides capabilities for the numerical solution of linear and nonlinear problems, and for performing other numerical experiments. It also provides extensive graphics capabilities for data visualization and manipulation.
Metal Learning Resources
- VS Code Extensions for Developer Productivity
Metal Tools, Libraries, and Frameworks
- VS Code Extensions for Developer Productivity
  - Apple Foundation Framework
  - Apple Core Animation Framework
  - Apple Core Graphics Framework - level, lightweight 2D rendering with unmatched output fidelity.
  - Paravirtualized Graphics Framework - accelerated graphics for macOS running in a virtual machine, hereafter known as the guest. The macOS operating system provides a graphics driver that runs inside the guest, communicating with the framework in the host operating system to take advantage of Metal-accelerated graphics.
  - Cocoapods - C used in Xcode projects by specifying the dependencies for your project in a simple text file. CocoaPods then recursively resolves dependencies between libraries, fetches source code for all dependencies, and creates and maintains an Xcode workspace to build your project.
  - AppCode - fixes to resolve them automatically. AppCode provides lots of code inspections for Objective-C, Swift, C/C++, and a number of code inspections for other supported languages.
ML Frameworks, Libraries, and Tools
- viii. Linear Regression
  - Amazon SageMaker
  - Apple CoreML - tune models, all on the user's device. A model is the result of applying a machine learning algorithm to a set of training data. You use a model to make predictions based on new input data.
  - Apache OpenNLP - source library for a machine learning based toolkit used in the processing of natural language text. It features an API for use cases like [Named Entity Recognition](https://en.wikipedia.org/wiki/Named-entity_recognition), [Sentence Detection](), [POS(Part-Of-Speech) tagging](https://en.wikipedia.org/wiki/Part-of-speech_tagging), [Tokenization](https://en.wikipedia.org/wiki/Tokenization_(data_security)) [Feature extraction](https://en.wikipedia.org/wiki/Feature_extraction), [Chunking](https://en.wikipedia.org/wiki/Chunking_(psychology)), [Parsing](https://en.wikipedia.org/wiki/Parsing), and [Coreference resolution](https://en.wikipedia.org/wiki/Coreference).
  - Azure Databricks - based big data analytics service designed for data science and data engineering. Azure Databricks, sets up your Apache Spark environment in minutes, autoscale, and collaborate on shared projects in an interactive workspace. Azure Databricks supports Python, Scala, R, Java, and SQL, as well as data science frameworks and libraries including TensorFlow, PyTorch, and scikit-learn.
  - Tensorflow_macOS - optimized version of TensorFlow and TensorFlow Addons for macOS 11.0+ accelerated using Apple's ML Compute framework.
  - PlaidML
  - Caffe
  - Theano - dimensional arrays efficiently including tight integration with NumPy.
  - nGraph - of-use to AI developers.
  - Apache Spark Connector for SQL Server and Azure SQL - performance connector that enables you to use transactional data in big data analytics and persists results for ad-hoc queries or reporting. The connector allows you to use any SQL database, on-premises or in the cloud, as an input data source or output data sink for Spark jobs.
  - Cluster Manager for Apache Kafka(CMAK)
  - Tensorman
  - Numba - aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax. Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support for automatic parallelization of loops, generation of GPU-accelerated code, and creation of ufuncs and C callbacks.
  - cuML - learn.
  - AutoGluon - accuracy deep learning models on tabular, image, and text data.
  - TensorFlow - to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries and community resources that lets researchers push the state-of-the-art in ML and developers easily build and deploy ML powered applications.
Networking Tools & Concepts
- viii. Linear Regression
  - cURL - line tool for transferring data using various network protocols(HTTP, HTTPS, FTP, FTPS, SCP, SFTP, TFTP, DICT, TELNET, LDAP LDAPS, MQTT, POP3, POP3S, RTMP, RTMPS, RTSP, SCP, SFTP, SMB, SMBS, SMTP or SMTPS). cURL is also used in cars, television sets, routers, printers, audio equipment, mobile phones, tablets, settop boxes, media players and is the Internet transfer engine for thousands of software applications in over ten billion installations.
  - Authelia - source highly-available authentication server providing single sign-on capability and two-factor authentication to applications running behind [NGINX](https://nginx.org/en/).
  - nginx(engine x)
  - Proxmox Virtual Environment(VE) - source platform for enterprise virtualization. It inlcudes a built-in web interface that you can easily manage VMs and containers, software-defined storage and networking, high-availability clustering, and multiple out-of-the-box tools on a single solution.
  - Wireshark
  - cURL Fuzzer
  - DoH - alone application for DoH (DNS-over-HTTPS) name resolves and lookups.
  - HTTPie - line HTTP client. Its goal is to make CLI interaction with web services as human-friendly as possible. HTTPie is designed for testing, debugging, and generally interacting with APIs & HTTP servers.
  - HTTPStat
  - Wuzz
  - Websocat - line client for WebSockets, like netcat (or curl) for ws:// with advanced socat-like functions.
Network Protocols
- Interfaces
  - OAuth 2.0 - party applications to access the user account.
Photogrammetry Learning Resources
- VS Code Extensions for Developer Productivity
Photogrammetry Tools, Libraries, and Frameworks
- VS Code Extensions for Developer Productivity
  - Autodesk® ReCap™
  - Autodesk® ReCap™ Photo - connected solution tailored for drone/UAV photo capturing workflows. Using ReCap Photo, you can create textured meshes, point clouds with geolocation, and high-resolution orthographic views with elevation maps.
  - Pix4D
  - PIX4Dmapper
  - Adobe Scantastic - based photogrammetry pipeline), users can easily scan objects in their physical environment and turn them into 3D models which can then be imported into tools like [Adobe Dimension](https://www.adobe.com/products/dimension.html) and [Adobe Aero](https://www.adobe.com/products/aero.html).
  - Agisoft Metashape - alone software product that performs photogrammetric processing of digital images and generates 3D spatial data to be used in GIS applications, cultural heritage documentation, and visual effects production as well as for indirect measurements of objects of various scales.
  - MicroStation
  - Leica Photogrammetry Suite (LPS) - friendly environment that guarantees results even for photogrammetry novices.
  - Terramodel
  - COLMAP - purpose Structure-from-Motion (SfM) and Multi-View Stereo (MVS) pipeline with a graphical and command-line interface. It offers a wide range of features for reconstruction of ordered and unordered image collections.
  - Multi-View Environment (MVE) - view datasets and to support the development of algorithms based on multiple views. It features Structure from Motion, Multi-View Stereo and Surface Reconstruction. MVE is developed at the TU Darmstadt.
  - PhotoModeler - effective way for accurate 2D or 3D measurement, photo-digitizing, surveying, 3D scanning, and reality capture.
  - ODM
  - WebODM - friendly, commercial grade software for drone image processing. Generate georeferenced maps, point clouds, elevation models and textured 3D models from aerial images. It supports multiple engines for processing, currently [ODM](https://github.com/OpenDroneMap/ODM) and [MicMac](https://github.com/dronemapper-io/NodeMICMAC/).
  - NodeODM
  - FIELDimageR
  - Regard3D - from-motion program. It converts photos of an object, taken from different angles, into a 3D model of this object.
  - sdsu-physics
  - Leica Photogrammetry Suite (LPS) - friendly environment that guarantees results even for photogrammetry novices.
  - MicMac - source photogrammetry software tools for 3D reconstruction.
  - AliceVision - of-the-art computer vision algorithms that can be tested, analyzed and reused.
  - Meshroom - source 3D Reconstruction Software based on the AliceVision framework.
  - MicroStation
  - sdsu-physics
SQL/NoSQL Learning Resources
- Interfaces
  - SQL
  - Transact-SQL(T-SQL) - SQL commands.
  - Introduction to Transact-SQL
  - SQL Tutorial by W3Schools
  - Learn SQL Skills Online from Coursera
  - SQL Courses Online from Udemy
  - SQL Online Training Courses from LinkedIn Learning
  - Learn SQL For Free from Codecademy
  - GitLab's SQL Style Guide
  - OracleDB SQL Style Guide Basics
  - Databases on AWS
  - Best Practices and Recommendations for SQL Server Clustering in AWS EC2.
  - Connecting from Google Kubernetes Engine to a Cloud SQL instance.
  - MySQL Certifications
  - What is NoSQL?
  - Tableau CRM: BI Software and Tools
  - NoSQL - SQL" to highlight that the database can handle huge volumes of rapidly changing, unstructured data in different ways than a relational (SQL-based) database with rows and tables.
SQL/NoSQL Tools and Databases
- Interfaces
  - Apache Spark - in modules for streaming, SQL, machine learning and graph processing.
  - MSSQL for Visual Studio Code
  - SQL Server Migration Assistant
  - SQL Server Business Intelligence(BI)
  - Tableau - releases/press-release-details/2019/Salesforce-Completes-Acquisition-of-Tableau/default.aspx).
  - DataGrip - sensitive code completion, helping you to write SQL code faster. Completion is aware of the tables structure, foreign keys, and even database objects created in code you're editing.
  - MySQL - native applications using the world's most popular open source database.
  - PostgreSQL - relational database system with over 30 years of active development that has earned it a strong reputation for reliability, feature robustness, and performance.
  - Amazon DynamoDB - value and document database that delivers single-digit millisecond performance at any scale. It is a fully managed, multiregion, multimaster, durable database with built-in security, backup and restore, and in-memory caching for internet-scale applications.
  - Apache HBase™ - source, NoSQL, distributed big data store. It enables random, strictly consistent, real-time access to petabytes of data. HBase is very effective for handling large, sparse datasets. HBase serves as a direct input and output to the Apache MapReduce framework for Hadoop, and works with Apache Phoenix to enable SQL-like queries over HBase tables.
  - ElasticSearch - capable full-text search engine with an HTTP web interface and schema-free JSON documents. Elasticsearch is developed in Java.
  - Trino - us/azure/architecture/data-guide/relational-data/etl), allow them all to use standard SQL statement, and work with numerous data sources and targets all in the same system.
  - Extract, transform, and load (ETL)
  - Redis(REmote DIctionary Server) - memory data structure store, used as a database, cache, and message broker. It provides data structures such as strings, hashes, lists, sets, sorted sets with range queries, bitmaps, hyperloglogs, geospatial indexes, and streams.
  - FoundationDB - value store and employs ACID transactions for all operations. It is especially well-suited for read/write workloads but also has excellent performance for write-intensive workloads. FoundationDB was acquired by [Apple in 2015](https://techcrunch.com/2015/03/24/apple-acquires-durable-database-company-foundationdb/).
  - MongoDB - like documents.
  - OracleDB - critical data with the highest availability, reliability, and security.
  - MariaDB - critical applications.
  - SQLite - language library that implements a small, fast, self-contained, high-reliability, full-featured, SQL database engine.SQLite is the most used database engine in the world. SQLite is built into all mobile phones and most computers and comes bundled inside countless other applications that people use every day.
  - SQLite Database Browser
  - InfluxDB - us/azure/architecture/data-guide/relational-data/etl) or monitoring and alerting purposes, user dashboards, Internet of Things sensor data, and visualizing and exploring the data and more. It also has support for processing data from [Graphite](http://graphiteapp.org/).
  - CouchbaseDB - model NoSQL document-oriented database](https://en.wikipedia.org/wiki/Multi-model_database). It creates a key-value store with managed cache for sub-millisecond data operations, with purpose-built indexers for efficient queries and a powerful query engine for executing SQL queries.
  - dbWatch - premise, hybrid/cloud database environments.
  - Cosmos DB Profiler - time visual debugger allowing a development team to gain valuable insight and perspective into their usage of Cosmos DB database. It identifies over a dozen suspicious behaviors from your application’s interaction with Cosmos DB.
  - DBeaver
  - Toad - in expertise. This SQL management tool resolve issues, manage change and promote the highest levels of code quality for both relational and non-relational databases.
  - Sequel Pro
  - Netdata - fidelity infrastructure monitoring and troubleshooting, real-time monitoring Agent collects thousands of metrics from systems, hardware, containers, and applications with zero configuration. It runs permanently on all your physical/virtual servers, containers, cloud deployments, and edge/IoT devices, and is perfectly safe to install on your systems mid-incident without any preparation.
  - Azure Data Studio
  - Azure SQL Managed Instance - premises applications to the cloud with very few application and database changes. Managed instance has split compute and storage components.
  - Azure Synapse Analytics
  - Hadoop Distributed File System (HDFS) - yarn/hadoop-yarn-site/YARN.html).
  - Logstash
  - Kibana
  - Atlas - memory dimensional [time series database](https://en.wikipedia.org/wiki/Time_series_database).
  - Azure SQL Database - powered and automated features that optimize performance and durability for you. Serverless compute and Hyperscale storage options automatically scale resources on demand, so you can focus on building new applications without worrying about storage size or resource management.
  - Adminer
Unity Learning Resources

Programming Languages

C++ 26 C# 9 C 7 Python 5 MATLAB 3 Scala 3 Lua 3 Rust 3 HTML 2 Go 2

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Tools

Indexes

Applications

Experiments

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Unity-Guide

LiDAR Tools & Frameworks

VS Code Extensions for Developer Productivity

Lua Learning Resources

viii. Linear Regression

Lua Tools, Libraries, and Frameworks

viii. Linear Regression

MATLAB Learning Resources

viii. Linear Regression

MATLAB Tools, Libraries, Frameworks

viii. Linear Regression

Metal Learning Resources

VS Code Extensions for Developer Productivity

Metal Tools, Libraries, and Frameworks

VS Code Extensions for Developer Productivity

ML Frameworks, Libraries, and Tools

viii. Linear Regression

Networking Tools & Concepts

viii. Linear Regression

Network Protocols

Interfaces

Photogrammetry Learning Resources

VS Code Extensions for Developer Productivity

Photogrammetry Tools, Libraries, and Frameworks

VS Code Extensions for Developer Productivity

SQL/NoSQL Learning Resources

Interfaces

SQL/NoSQL Tools and Databases

Interfaces

Unity Learning Resources