Allie
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Nni | 13,701 |  | 8 | 27 | a month ago | 55 | September 14, 2023 | 342 | mit | Python |
| An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning. | ||||||||||
| Model Optimization | 1,445 |  | 3 | 27 | 3 months ago | 30 | May 26, 2023 | 207 | apache-2.0 | Python |
| A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. | ||||||||||
| Lightctr | 599 | 5 years ago | 1 | apache-2.0 | C++ | |||||
| Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication. | ||||||||||
| Kd_lib | 476 | a year ago | 8 | May 18, 2022 | 18 | mit | Python | |||
| A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization. | ||||||||||
| Archai | 428 | 7 months ago | 9 | September 15, 2023 | 2 | mit | Python | |||
| Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research. | ||||||||||
| Awesome Ml Model Compression | 378 | 9 months ago | mit | |||||||
| Awesome machine learning model compression research papers, tools, and learning material. | ||||||||||
| Jfasttext | 215 | 8 | 3 | a year ago | 5 | May 29, 2023 | 46 | other | Java | |
| Java interface for fastText | ||||||||||
| Awesome Ai Infrastructures | 171 | 5 years ago | ||||||||
| Infrastructures™ for Machine Learning Training/Inference in Production. | ||||||||||
| Keras_compressor | 152 | 5 years ago | 11 | Python | ||||||
| Model Compression CLI Tool for Keras. | ||||||||||
| Allie | 126 | 7 months ago | 70 | apache-2.0 | Python | |||||
| 🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required. | ||||||||||
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