ludwig
Robo-Semantic-Segmentation
ludwig | Robo-Semantic-Segmentation | |
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3 | 1 | |
10,827 | 0 | |
1.0% | - | |
9.5 | 0.0 | |
8 days ago | over 3 years ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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ludwig
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Show HN: Toolkit for LLM Fine-Tuning, Ablating and Testing
This is a great project, little bit similar to https://github.com/ludwig-ai/ludwig, but it includes testing capabilities and ablation.
questions regarding the LLM testing aspect: How extensive is the test coverage for LLM use cases, and what is the current state of this project area? Do you offer any guarantees, or is it considered an open-ended problem?
Would love to see more progress toward this area!
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Python projects with best practices on Github?
Two random examples I found from 30 seconds of googling: Here’s Netflix using it in their crisis management tool, and here’s Uber using it in their deep learning framework.
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Most Frequent 600 Coding Questions on LeetCode
They list themselves all over the internet as an "open source contributor" to Uber, which as far I can tell is based entirely on... reporting that there was an issue with a favicon. To me, it seems like they'll be cheating anybody who employs them based on this, ahem, "experience". And that feels like the tip of the iceberg.
Robo-Semantic-Segmentation
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Where do I even start? Image segmentation.
Hi, you can look at this https://github.com/The-ML-Hero/Robo-Semantic-Segmentation/ which is my GitHub repo. This repo is all about segmentation specifically semantic segmentation, I have a couple of questions where did you get the dataset? and do you have the dataset ready?. But before you use the code be sure to understand the workings of semantic image segmentation architectures. The repo is implemented in Pytorch which is in the python language.
What are some alternatives?
nlp-recipes - Natural Language Processing Best Practices & Examples
ros-semantic-segmentation-pytorch - Pytorch implementation of Semantic Segmentation in ROS on MIT ADE20K dataset based on semantic-segmentation-pytorch by CSAIL
data-structures-and-algorithms - Resources that I used to crack some big tech & startups interviews
torch-metrics - Metrics for model evaluation in pytorch
aimet - AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
PyTorch-VAE - A Collection of Variational Autoencoders (VAE) in PyTorch.
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
torch-points3d - Pytorch framework for doing deep learning on point clouds.
ai-deadlines - :alarm_clock: AI conference deadline countdowns
Implicit-Internal-Video-Inpainting - [ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation
Python_Storage_Tracker - Py Storage Tracker is a cross-platform command line tool using Python to track storage and other system related information.
TTNet-Real-time-Analysis-System-for-Table-Tennis-Pytorch - Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)