cascade
NVTabular
cascade | NVTabular | |
---|---|---|
9 | 1 | |
16 | 1,008 | |
- | 0.5% | |
9.3 | 5.5 | |
7 days ago | 9 days ago | |
Python | 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.
cascade
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modeldb VS cascade - a user suggested alternative
2 projects | 12 Dec 2023
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Sacred VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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keepsake VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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aim VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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guildai VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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metaflow VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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clearml VS cascade - a user suggested alternative
2 projects | 5 Dec 2023
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cascade alternatives - clearml and MLflow
3 projects | 1 Nov 2023
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Announcing Cascade
This is Cascade - very lightweight MLE solution for individuals and small teams
NVTabular
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ETL Pipelines with Airflow: The Good, the Bad and the Ugly
If you have GPUs, NVTabular outperforms most of the frameworks out there: https://github.com/NVIDIA/NVTabular
What are some alternatives?
deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
dbt-expectations - Port(ish) of Great Expectations to dbt test macros
powershap - A power-full Shapley feature selection method.
Scio - A Scala API for Apache Beam and Google Cloud Dataflow.
zenml - ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
cuetils - CLI and library for diff, patch, and ETL operations on CUE, JSON, and Yaml
ds2 - Easiest way to use AI models without coding (Web UI & API support)
federeco - implementation of federated neural collaborative filtering algorithm
FeatureHub - The most comprehensive library of AI/ML features across multiple domains. Our goal is to create a dataset that serves as a valuable resource for researchers and data scientists worldwide
daggy
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle