open-metric-learning
ludwig
open-metric-learning | ludwig | |
---|---|---|
11 | 3 | |
771 | 10,845 | |
2.9% | 1.2% | |
8.6 | 9.5 | |
3 days ago | 7 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | Apache License 2.0 |
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.
open-metric-learning
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[P] Metric learning tutorial
I invite you to read a post / tutorial about metric learning with the usage of OpenMetricLearning.
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Computer Vision for goods recognition
And there are two good libraries with training pipelines: https://github.com/layumi/Person_reID_baseline_pytorch https://github.com/OML-Team/open-metric-learning
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Retrieval metrics: descriptions, formulas, examples and code
I'm working on OpenMetricLearning project, and we've just finished polishing the module for calculating retrieval metrics. We tried to make documentation self-sufficient, so, each metric includes text description, math formula, input-output example and source code.
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Metric learning tutorial: theory, practice, code examples
code snippets written in OpenMetricLearning (a new PyTroch-based library written by me and my comrades)
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[P] Metric learning: theory, practice, code examples
I've been hoping to look at OP's Open Metric Learning but have been using Pytorch Metric Learning.
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Open Metric Learning — a new open-source library for Metric learning!
Q: Do you have X in your library? I can't find it in the docs. A: The library is still pretty new and we actively developing it, so if you want to see something in OML, please don't hesitate to write an issue.
- Library for Metric Learning Pipelines
- We released an open-source tool for metric learning
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[P] We released a new open-source library for metric learning!
Hi everyone! My comrades have released the PyTorch-based library for representation learning named OpenMetricLearning. I kindly ask you to support them by putting a star on GitHub: https://github.com/OML-Team/open-metric-learning!
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.
What are some alternatives?
virtual_drawing_board - Virtual whiteboard with hand pose estimation
nlp-recipes - Natural Language Processing Best Practices & Examples
awesome-modular-pytorch-lightning - LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.
data-structures-and-algorithms - Resources that I used to crack some big tech & startups interviews
pytorch-forecasting - Time series forecasting with PyTorch
aimet - AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
ast - Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
Robo-Semantic-Segmentation - Just a simple semantic segmentation library that I developed to speed up the image segmentation pipeline
clip-as-service - 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
ai-deadlines - :alarm_clock: AI conference deadline countdowns
Python_Storage_Tracker - Py Storage Tracker is a cross-platform command line tool using Python to track storage and other system related information.
autonlp - 🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically