functorch
functorch is a prototype of JAX-like composable function transforms for PyTorch. [Moved to: https://github.com/pytorch/functorch] (by facebookresearch)
Open3D
Open3D: A Modern Library for 3D Data Processing (by isl-org)
| functorch | Open3D | |
|---|---|---|
| 3 | 11 | |
| 397 | 10,538 | |
| - | 1.9% | |
| 9.7 | 8.6 | |
| over 2 years ago | 9 days ago | |
| C++ | C++ | |
| BSD 3-clause "New" or "Revised" License | MIT |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
functorch
Posts with mentions or reviews of functorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-04.
- Functorch: Jax-like composable function transforms for PyTorch
-
[P] Announcing Equinox! Filtered transformations + callable PyTrees = elegant neural networks in JAX
By the way, those aren't really inherent to functional programming/Jax - this is an implementation of those (at least grad/vmap/jvp/etc.) in PyTorch: https://github.com/facebookresearch/functorch
-
[Discussion] What do you like or dislike about RL Systems/Frameworks? TF, PyTorch, JAX, RLLib, Acme, SEED
If you want vmap in PyTorch, you can check out https://github.com/facebookresearch/functorch. It’s largely an imitation of Jax’s API, but in PyTorch.
Open3D
Posts with mentions or reviews of Open3D.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-26.
-
Does anyone else agree that the links to the latest development version of Open3D don't work?
I was going to file a bug about another issue, but I have to download the development version. This is why I want this solved quickly. None of the links seem to work: https://github.com/isl-org/Open3D/issues/6259
-
Import many photogrammetry software's scenes into Blender
Open3D (JSON, LOG, PLY) 1
- Open3D v0.17
-
CD PROJEKT RED announce The Witcher Remake in Unreal Engine 5
There's also Open3D (O3D) the point cloud library... http://www.open3d.org/
-
Update: Python code that takes pictures from different view points of a 3D model
would this help?
-
Creating a simple 3d engine to render a car for ML, how hard is it? Sim
http://www.open3d.org/ seems like a good choice. Is there anything better I'm missing?
-
3D Reconstruction of Indoor Environments using SLAM and deep learning on RGB-D Data.
Open3D v0.13.0 http://www.open3d.org/
-
Show HN: 3dasd – open-source DIY room-scale 3D scanner
Sweet work! If you are interested in 3D reconstruction, have a look at http://www.open3d.org.
- I have an idea for a project, not sure where or how to begin.
-
[D] Need advice on how to generate HD point clouds visuals for a presentation
I normally use Open3D (http://www.open3d.org/) for point cloud visualization, which besides free view also provides an interface for rendering. For the rotation effect, place your object in the world origin, and the camera at a fixed world position looking towards the object. For every desired angle, rotate your object around the required axis by that angle and render the view. Then combine to a gif or video for presentations.
What are some alternatives?
When comparing functorch and Open3D you can also consider the following projects:
wenet - Production First and Production Ready End-to-End Speech Recognition Toolkit
PCL - Point Cloud Library (PCL)
equinox - Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/
pyrender - Easy-to-use glTF 2.0-compliant OpenGL renderer for visualization of 3D scenes.
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Meshroom - 3D Reconstruction Software
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
three.js - JavaScript 3D Library.
functorch - functorch is JAX-like composable function transforms for PyTorch.
moderngl - Modern OpenGL binding for Python
blender - Official mirror of Blender
tinyraytracer - A brief computer graphics / rendering course