habitat-sim
docarray
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| habitat-sim | docarray | |
|---|---|---|
| 5 | 32 | |
| 2,343 | 2,730 | |
| 2.6% | 2.1% | |
| 8.8 | 9.2 | |
| 4 days ago | 4 days ago | |
| C++ | Python | |
| MIT License | 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.
habitat-sim
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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.
docarray
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I plan to build my own AI powered search engine for my portfolio. Do you know ones that are open-source?
For some alternatives, I know there’s DocArray where you can handle text, image and audio data. is basically a toolbox for multimodal data and then there should be Haystack which is also let you build search systems and also has to do something with Transformers and LLMs.
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A Guide to Using OpenTelemetry in Jina for Monitoring and Tracing Applications
DocArray to manipulate data and interact with the storage backend using document store.
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This week(s) in DocArray
It's already been two weeks since the last alpha release of DocArray v2. And since then a lot has happened — we've merged features we're really proud of, and we've cried tears of joy and misery trying to coerce Python into doing what we want. If you want to learn about interesting Python edge cases or follow the advancement of DocArray v2 development then you’ve come to the right place in this blog post!
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Improving Search Quality for Non-English Queries with Fine-tuned Multilingual CLIP Models
The German Fashion12k dataset is available for free use by the Jina AI community. After logging into Jina AI Cloud, you can download it directly in DocArray format:
The German Fashion12k dataset is available for free use by the Jina AI community. After logging into Jina AI Cloud, you can download it directly in DocArrayformat:
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Looking for open source projects in Machine Learning and Data Science
You could try spaCy. This is the brains of the operation - an open-source NLP library for advanced NLP in Python. Another is DocArray - It's built on top of NumPy and Dask, and good for preprocessing, modeling, and analysis of text data.
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What are the best Python libraries to learn for beginners?
DocArray: Multimodal Data Library
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How to Use Every Vector Database in Python with DocArray
As the description suggests on the project home page, DocArray is a library for nested, unstructured and multimodal data.
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Announcing DocArray v2
Hey reddit, we are Johannes and Sami from the DocArray team and we are super excited to announce version 2 of the DocArray library!
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Most Trending Open Source MLOps Tools of 2022
Document is the fundamental data structure. (This project is also an opensource project by the Linux Foundation)
What are some alternatives?
Milvus - A cloud-native vector database, storage for next generation AI applications
carla - Open-source simulator for autonomous driving research.
gazebo-classic - Gazebo classic. For the latest version, see https://github.com/gazebosim/gz-sim
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bootcamp - Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
kaggle-environments
imodels - Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).
discoart - 🪩 Create Disco Diffusion artworks in one line
nn - 🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
habitat-lab - A modular high-level library to train embodied AI agents across a variety of tasks and environments.