oomstore
beneath
Our great sponsors
| oomstore | beneath | |
|---|---|---|
| 1 | 2 | |
| 84 | 78 | |
| - | - | |
| 2.6 | 0.0 | |
| about 2 years ago | about 2 years ago | |
| Go | Go | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
oomstore
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Learning Go for Machine Learning
However, building ML infrastructure in Go is definitely a good idea. We at oom.ai is building oomstore - a ML feature store - in Go. Check out https://github.com/oom-ai/oomstore if you're interested, but it requires quite some Go familiarity to understand the code.
beneath
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Analyzing the r/wallstreetbets hivemind — August 2021
If you’re interested, here’s the raw Reddit data, my data pipeline, the derived data, and my Jupyter notebook. I’m using Beneath, an open data platform I’m building, to stream and save the data.
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[Self Promotion] Reddit r/wallstreetbets posts and comments in real-time
The scraper (which uses Async PRAW) is open source here: https://github.com/beneath-hq/beneath/tree/master/examples/reddit
What are some alternatives?
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
whylogs - An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety & robustness. 📈
optimus - Optimus is an easy-to-use, reliable, and performant workflow orchestrator for data transformation, data modeling, pipelines, and data quality management.
pachyderm - Data-Centric Pipelines and Data Versioning
sayn - Data processing and modelling framework for automating tasks (incl. Python & SQL transformations).
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
dagster - An orchestration platform for the development, production, and observation of data assets.