Unreal-Engine-Guide
Unreal Engine 5 Guide. Learn to develop games for Windows, Linux, macOS, iOS, Android, Xbox Series X|S, PlayStation 5, Nintendo Switch.
https://github.com/mikeroyal/Unreal-Engine-Guide
Last synced: 6 days ago
JSON representation
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ML Frameworks, Libraries, and Tools
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viii. Linear Regression
- 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.
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Networking Tools & Concepts
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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)
- Wireshark
- cURL Fuzzer
- DoH - alone application for DoH (DNS-over-HTTPS) name resolves and lookups.
- HTTPStat
- Wuzz
- Websocat - line client for WebSockets, like netcat (or curl) for ws:// with advanced socat-like functions.
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Network Protocols
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Interfaces
- OAuth 2.0 - party applications to access the user account.
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Nintendo Switch Development
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Unreal Engine 5 Books
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Photogrammetry Learning Resources
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VS Code Extensions for Developer Productivity
- Terrestrial(Close-range) photogrammetry
- Top Photogrammetry Courses Online | Udemy
- Photogrammetry With Drones: In Mapping Technology | Udemy
- Introduction to Photogrammetry Course | Coursera
- Pix4D training and certification for mapping professionals
- Drone mapping and photogrammetry workshops with Pix4D
- Digital Photogrammetric Systems Course | Purdue Online Learning
- Photogrammetry Training | Deep3D Photogrammetry
- ASPRS Certification Program
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Photogrammetry Tools, Libraries, and Frameworks
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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.
- Terramodel
- 3DF Zephyr
- 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
- ClusterODM
- FIELDimageR
- Regard3D - from-motion program. It converts photos of an object, taken from different angles, into a 3D model of this object.
- PhotoCatch
- PhotoCatch Desktop
- PhotoCatch Cloud - site. It Syncs photo capture with your equipment and use Depth Capture so your 3D models stay the same size as the real world objects.
- Martin - tile-spec) from large [PostGIS](https://github.com/postgis/postgis) databases on the fly, or serve tiles from [PMTile](https://protomaps.com/blog/pmtiles-v3-whats-new) and [MBTile](https://github.com/mapbox/mbtiles-spec) files. Martin optimizes for speed and heavy traffic, and is written in Rust.
- 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
- RealityCapture - of-the-art photogrammetry software solution that creates virtual reality scenes, textured 3D meshes, orthographic projections, geo-referenced maps and much more from images and/or laser scans completely automatically.
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PlayStation Development
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Python Frameworks, Libraries, and Tools
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viii. Linear Regression
- Python Package Index (PyPI)
- PyCharm
- Python Tools for Visual Studio(PTVS)
- Django - level Python Web framework that encourages rapid development and clean, pragmatic design.
- Web2py - source web application framework written in Python allowing allows web developers to program dynamic web content. One web2py instance can run multiple web sites using different databases.
- Falcon - performance Python web framework for building large-scale app backends and microservices with support for MongoDB, Pluggable Applications and autogenerated Admin.
- Pillow
- IPython
- Pandas
- Matplotlib - quality figures in a variety of hardcopy formats and interactive environments across platforms.
- Python Tools for Visual Studio(PTVS)
- AWS Chalice
- HTTPie
- Pipenv
- Python Fire
- Bottle - framework for Python. It is distributed as a single file module and has no dependencies other than the [Python Standard Library](https://docs.python.org/library/).
- Neural Network Intelligence(NNI)
- Luigi - in.
- Locust
- spaCy
- PuLP
- Sanic
- GraphLab Create - scale, high-performance machine learning models.
- Sentry
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Python Learning Resources
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viii. Linear Regression
- CheckiO
- PCPP – Certified Professional in Python Programming 2
- Getting Started with Python in Visual Studio Code
- Google's Python Style Guide
- Intro to Python for Data Science
- Intro to Python by W3schools
- Codecademy's Python 3 course
- Learn Python with Online Courses and Classes from edX
- Python Courses Online from Coursera
- The Python Open Source Computer Science Degree by Forrest Knight
- Real Python
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SQL/NoSQL Learning Resources
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Interfaces
- 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
- Tableau CRM: BI Software and Tools
- 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?
- 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.
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SQL/NoSQL Tools and Databases
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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.
- 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
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Steam Deck Development
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Unreal Engine 5 Books
- Tips for developing console games (Xbox, PlayStation, Nintendo)
- Getting your game ready for Steam Deck
- Steam Deck Developer Kits
- Steam Deck and Proton
- Steamworks
- Steam Hardware GitLab Repo
- Dynamic Cloud Sync
- Steam Cloud - Cloud configuration or written to disk (created, modified, deleted, etc.) using the Cloud API will automatically be replicated to the Steam servers after the game exits. If the user changes computers, the files are automatically downloaded to the new computer prior to the game launching. The game can then access the files by reading them through the Cloud API or reading them directly from disk as usual. Avoid machine specific configurations such as video settings.
- Deck Verified
- Multi-platform development - Unreal Engine
- MangoHud
- GOverlay
- ReplaySorcery - source, instant-replay solution for Linux.
- Gamescope - compositing window manager formerly known as [steamcompmgr](https://github.com/ValveSoftware/steamos-compositor).
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Unreal Engine Learning Resources
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Developer Resources
- Unreal Engine 5.3 Release Notes
- Enabling Temporal Super Resolution support for Orthographic Rendering
- How to Report a Bug
- Learning Library For Unreal Engine & MetaHuman
- Learning Library For RealityScan & RealityCapture
- macOS Development Requirements for Unreal Engine
- iOS, iPadOS, and tvOS Development on Unreal Engine
- Android Development on Unreal Engine
- XR Development on Unreal Engine
- Setting Up Visual Studio for Unreal Engine
- Unreal Engine Performance and Profiling
- Unreal Engine C++ API Reference
- Unreal Engine Blueprint API Reference
- Unreal Engine Python API Reference
- Autodesk for Games
- Getting Started with DirectX 12 Ultimate
- Unreal Engine 5.3 Release Notes
- Android Development on Unreal Engine
- XR Development on Unreal Engine
- Setting Up Visual Studio for Unreal Engine
- How to Report a Bug
- Setting Up Visual Studio for Unreal Engine
- Unreal Engine 5.3 Documentation
- Unreal Engine 5.3 Release Notes
- Android Development on Unreal Engine
- XR Development on Unreal Engine
- Setting Up Visual Studio for Unreal Engine
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Unreal Engine 5 Books
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Categories
LiDAR Tools & Frameworks
91
Linux Development
79
Autodesk Tools and Frameworks
73
Unreal Engine Learning Resources
71
Unreal Engine Tools
55
Game Development Tools
36
SQL/NoSQL Tools and Databases
36
C/C++ Tools and Frameworks
31
Photogrammetry Tools, Libraries, and Frameworks
29
C/C++ Learning Resources
28
Deep Learning Learning Resources
28
Python Frameworks, Libraries, and Tools
24
Augmented Reality (AR) & Virtual Reality (VR) Tools and Frameworks
24
YouTube Video Tutorials
19
Computer Vision Tools, Libraries, and Frameworks
18
MATLAB Tools, Libraries, Frameworks
16
Augmented Reality (AR) & Virtual Reality (VR) Learning Resources
16
ML Frameworks, Libraries, and Tools
16
DirectX Tools, Libraries, and Frameworks
15
SQL/NoSQL Learning Resources
15
CUDA Tools Libraries, and Frameworks
14
MATLAB Learning Resources
14
Steam Deck Development
14
Vulkan Tools, Libraries, and Frameworks
13
Autodesk Learning Resources
13
Getting Started with Xcode
13
Deep Learning Tools, Libraries, and Frameworks
12
Metal Tools, Libraries, and Frameworks
11
Python Learning Resources
11
LiDAR Learning Resources
11
PlayStation Development
10
Computer Vision Learning Resources
10
Lua Tools, Libraries, and Frameworks
10
Photogrammetry Learning Resources
9
Networking Tools & Concepts
9
DirectX Learning Resources
8
Lua Learning Resources
8
Vulkan Learning Resources
7
Xbox Development
6
Learning Resources for ML
6
CUDA Learning Resources
6
Metal Learning Resources
4
Nintendo Switch Development
2
Xcode Developer Platforms for Apps
2
License
1
Network Protocols
1
Sub Categories
VS Code Extensions for Developer Productivity
364
viii. Linear Regression
275
Unreal Engine 5 Books
85
Interfaces
53
Developer Resources
27
Visual Studio Extensions for Developer Productivity
22
Installing Unreal Engine on Linux
15
Unreal Engine 5 Training & Online Courses
13
vi. Determinants
2
v. Fundamental vector spaces
2
iv. Row space, columns space, and rank of a matrix
2
i. Basis
2
iv. Linear transformations
2
iii. Matrix-vector product
2
i. Vector operations
2
i. Solving systems of equations
2
ii. Systems of equations as matrix equations
2
ii. Matrix operations
2
i. Using row operations
1
iii. Dimension and Basis for Vector Spaces
1
vii. Eigenvalues and eigenvectors
1
iii. Transpose of a Matrix
1
ii. Matrix representations of linear transformations
1
ii. Using elementary matrices
1
Keywords
python
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cpp
10
vulkan
8
deep-learning
8
gpu
8
cuda
8
lua
7
machine-learning
7
http
5
cli
5
curl
5
graphics
4
linux
4
gamedev
4
game-engine
4
nvidia
4
game-development
4
dotnet
4
cpp14
3
azure
3
c
3
cplusplus
3
api
3
metal
3
opengl
3
cpp11
3
iot
3
docker
3
devops
3
computer-vision
3
cxx14
3
cross-platform
3
windows
3
ios
3
c-sharp
3
matlab
3
neural-network
3
deep-neural-networks
2
compiler
2
cpp17
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cpp20
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performance
2
cxx
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cxx11
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machine-learning-algorithms
2
cxx17
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algorithms
2
pytorch
2
tensorflow
2
azure-sdk
2