habitat-lab
nn
Our great sponsors
habitat-lab | nn | |
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3 | 26 | |
1,661 | 46,249 | |
5.7% | 7.2% | |
9.1 | 7.7 | |
5 days ago | 5 days ago | |
Python | Jupyter Notebook | |
MIT License | MIT License |
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.
habitat-lab
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[D] Looking for open source projects to contribute
There are plenty of them out there. I spend a lot of time contributing to open source projects like Habitat-Sim https://github.com/facebookresearch/habitat-sim and Habitat-Lab https://github.com/facebookresearch/habitat-lab which have a ton of open issues and code maintaince stuff that we would welcome contributions of.
nn
- [D] Looking for open source projects to contribute
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PyTorch 1.10
We did a bunch of popular research paper implementations in PyTorch with notes (annotations); might be helpful.
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[P] Annotated deep learning paper implementations
Website with side-by-side notes rendered: nn.labml.ai
You can create a pull request or start a discussion in GitHub issues. Even voting suggesting papers to implement and voting for them will be helpful. Here's a recent pull request for example
- PonderNet: Annotated PyTorch Implementation
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Annotated PyTorch implementations of various deep learning normalization layers
Author here. From next month onwards we will pick papers to implement based on votes on Github issues https://github.com/lab-ml/nn/issues
Feel free to open an issue if there's a paper that you like implemented.
Git link: https://github.com/lab-ml/nn
I think this is awesome and personally cloned the repo so i can browse through the docs later without adding 'yet another tab' to my browser.
What are some alternatives?
GFPGAN-for-Video-SR - A colab notebook for video super resolution using GFPGAN
labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
functorch - functorch is JAX-like composable function transforms for PyTorch.
ZoeDepth - Metric depth estimation from a single image
ai2thor-rearrangement - 🔀 Visual Room Rearrangement
onnx-simplifier - Simplify your onnx model
Basic-UI-for-GPT-J-6B-with-low-vram - A repository to run gpt-j-6b on low vram machines (4.2 gb minimum vram for 2000 token context, 3.5 gb for 1000 token context). Model loading takes 12gb free ram.
DFL-Colab - DeepFaceLab fork which provides IPython Notebook to use DFL with Google Colab
Behavior-Sequence-Transformer-Pytorch - This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf
Siren-fastai2 - Unofficial implementation of 'Implicit Neural Representations with Periodic Activation Functions'
Autonomous-Ai-drone-scripts - State of the art autonomous navigation scripts using Ai, Computer Vision, Lidar and GPS to control an arducopter based quad copter.
mini-cheetah-tmotor-python-can - Python Motor Driver for Mini-Cheetah based Actuators: T-Motor AK80-6/AK80-9 using SocketCAN Interface