ds2
only_train_once
| ds2 | only_train_once | |
|---|---|---|
| 5 | 1 | |
| 48 | 262 | |
| - | - | |
| 0.0 | 8.9 | |
| 2 months ago | 11 days ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
ds2
- GitHub - DS2BRAIN/ds2: DS2 is the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.
- GitHub - DS2BRAIN/ds2: DS2 - the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.
- DS2 - the MLOps based Data science platform that automates machine learning pipelines and prescriptive analytics.
only_train_once
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OTOv2 Automatic One-Shot General DNN Training and Compression Framework.
Github: https://github.com/tianyic/only_train_once
What are some alternatives?
carefree-learn - Deep Learning ❤️ PyTorch
archai - Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
autoai - Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.
delve - PyTorch model training and layer saturation monitor
superduperdb - 🔮 SuperDuperDB: Bring AI to your database! Build, deploy and manage any AI application directly with your existing data infrastructure, without moving your data. Including streaming inference, scalable model training and vector search.
Torch-Pruning - [CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs
autoembedder - PyTorch autoencoder with additional embeddings layer for categorical data 🚘
model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
cascade - Lightweight and modular MLOps library targeted at small teams or individuals
sparseml - Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
cerche - Experimental search engine for conversational AI such as parl.ai, large language models such as OpenAI GPT3, and humans (maybe).
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]