Deep-Learning-Guide
Deep learning Guide.
https://github.com/mikeroyal/Deep-Learning-Guide
Last synced: 10 days ago
JSON representation
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Robotics Tools and Frameworks
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viii. Linear Regression
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- AutoGluon - to-machine-learning) that automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on tabular, image, and text data.
- PowerMill - to-use tools for offline programming of robots. Get tools to help you optimize robotic paths and simulate virtual mock-ups of manufacturing cells and systems.
- ROS - level device control, implementation of commonly used functionality, message-passing between processes, and package management.
- Arduino - source platform used for building electronics projects. Arduino consists of both a physical programmable circuit board (often referred to as a microcontroller) and a piece of software, or IDE (Integrated Development Environment) that runs on your computer, used to write and upload computer code to the physical board.
- ArduPilot
- Light Detection and Ranging(LiDAR) - driving vehicles.
- ROS-Industrial
- AWS RoboMaker - managed, scalable infrastructure for simulation that customers use for multi-robot simulation and CI/CD integration with regression testing in simulation.
- Microsoft Robotics Developer Studio - based programming environment for building robotics applications.
- Linear Algebra - Online Courses | Harvard University
- The Math of Data Science: Linear Algebra Course on edX
- Linear Algebra in Twenty Five Lectures | UC Davis
- Linear Algebra | UC San Diego Extension
- Linear Algebra Resources | Dartmouth
- Robot Framework - readable keywords. Its capabilities can be extended by libraries implemented with Python or Java.
- Robot Structural Analysis Professional - integrated workflows to exchange data with Revit. It can help you to create more resilient, constructible designs that are accurate, coordinated, and connected to BIM.
- ROS2 - of-the-art algorithms, and with powerful developer tools, ROS has what you need for your next robotics project. And it’s all open source.
- Linear algebra
- Linear Algebra | MIT Open Learning Library
- Linear Algebra - Khan Academy
- Mathematics for Machine Learning: Linear Algebra on Coursera
- Top Linear Algebra Courses on Udemy
- Learn Linear Algebra with Online Courses and Classes on edX
- AliceVision - of-the-art computer vision algorithms that can be tested, analyzed and reused. The project is a result of collaboration between academia and industry to provide cutting-edge algorithms with the robustness and the quality required for production usage.
- The Robotics Library (RL) - contained C++ library for robot kinematics, motion planning and control. It covers mathematics, kinematics and dynamics, hardware abstraction, motion planning, collision detection, and visualization.RL runs on many different systems, including Linux, macOS, and Windows. It uses CMake as a build system and can be compiled with Clang, GCC, and Visual Studio.
- Intel Robot DevKit
- AirSim - source, cross platform, and supports hardware-in-loop with popular flight controllers such as PX4 for physically and visually realistic simulations.
- The JPL Open Source Rover
- CARLA - source simulator for autonomous driving research. CARLA has been developed from the ground up to support development, training, and validation of autonomous driving systems. In addition to open-source code and protocols, CARLA provides open digital assets (urban layouts, buildings, vehicles) that were created for this purpose and can be used freely. The simulation platform supports flexible specification of sensor suites and environmental conditions.
- ROS bridge
- Visual Studio Code Extension for ROS
- Azure Kinect ROS Driver - us/services/kinect-dk/) to the [Robot Operating System (ROS)](http://www.ros.org/). Developers working with ROS can use this node to connect an Azure Kinect Developer Kit to an existing ROS installation.
- Azure IoT Hub for ROS
- ROS 2 with ONNX Runtime
- Azure Cognitive Services LUIS ROS Node
- Linear Algebra | UC San Diego Extension
- Linear Algebra for Machine Learning | UC San Diego Extension
- MoveIt - to-use robotics platform for developing advanced applications, evaluating new designs and building integrated products for industrial, commercial, R&D, and other domains.
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R Tools, Libraries, and Frameworks
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viii. Linear Regression
- Rmarkdown
- Plotly
- Metaflow - life data science projects. Metaflow was originally developed at Netflix to boost productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning.
- LightGBM
- MLR
- Plumber
- Drake - focused pipeline toolkit for reproducibility and high-performance computing.
- DiagrammeR
- Knitr - purpose literate programming engine in R, with lightweight API's designed to give users full control of the output without heavy coding work.
- Broom
- Rplugin
- ML workspace - in-one web-based IDE specialized for machine learning and data science. It is simple to deploy and gets you started within minutes to productively built ML solutions on your own machines. ML workspace is the ultimate tool for developers preloaded with a variety of popular data science libraries (Tensorflow, PyTorch, Keras, and MXnet) and dev tools (Jupyter, VS Code, and Tensorboard) perfectly configured, optimized, and integrated.
- Shiny
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Categories
Robotics Tools and Frameworks
119
Autodesk Tools and Frameworks
77
Bioinformatics Tools, Libraries, and Frameworks
50
C/C++ Tools and Frameworks
32
C/C++ Learning Resources
29
ML Frameworks, Libraries, and Tools
25
Python Frameworks, Libraries, and Tools
24
Photogrammetry Tools, Libraries, and Frameworks
22
Julia Tools, Libraries and Frameworks
21
NLP Learning Resources
20
Computer Vision Tools, Libraries, and Frameworks
19
CUDA Tools Libraries, and Frameworks
18
Computer Vision Learning Resources
16
MATLAB Tools, Libraries, Frameworks
16
Autodesk Learning Resources
16
Robotics Learning Resources
15
LiDAR Tools & Frameworks
15
Learning Resources for ML
14
MATLAB Learning Resources
14
R Tools, Libraries, and Frameworks
13
Bioinformatics Learning Resources
13
LiDAR Learning Resources
12
Python Learning Resources
12
R Learning Resources
11
Photogrammetry Learning Resources
10
Julia Learning Resources
10
CUDA Learning Resources
6
NLP Tools, Libraries, and Frameworks
6
Robotic Arms & Dev Kits
3
License
1
Sub Categories
viii. Linear Regression
208
vi. Determinants
2
v. Fundamental vector spaces
2
i. Basis
2
i. Using row operations
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
iii. Dimension and Basis for Vector Spaces
1
iii. Transpose of a Matrix
1
iv. Row space, columns space, and rank of a matrix
1
vii. Eigenvalues and eigenvectors
1
ii. Matrix representations of linear transformations
1
ii. Using elementary matrices
1
Keywords
python
14
deep-learning
9
machine-learning
9
cpp
8
cuda
8
ros
6
gpu
6
nlp
6
natural-language-processing
5
nvidia
4
julia
4
azure
4
ai
4
data-science
4
artificial-intelligence
4
pytorch
4
neural-network
4
computer-vision
4
cpp14
3
named-entity-recognition
3
cxx14
3
c
3
tensorflow
3
cpp11
3
neural-networks
3
deep-reinforcement-learning
3
matlab
3
structure-from-motion
2
visualization
2
photogrammetry
2
docker
2
robotics
2
iot
2
statistics
2
data-visualization
2
algorithms
2
self-driving-car
2
tensor
2
cpp17
2
cpp20
2
cxx
2
cxx11
2
cxx17
2
cxx20
2
gpu-computing
2
nvidia-hpc-sdk
2
research
2
ros2
2
cli
2
visual-studio
2