climin
Optimizer
A framework for optimizing machine learning functions using gradient-based optimization methods.
Optimizers for machine learning
180 stars
29 watching
66 forks
Language: Python
last commit: about 1 year ago
Linked from 2 awesome lists
josephmisiti/awesome-machine-learning
jobbole/awesome-machine-learning-cnRelated projects:
| Repository | Description | Stars |
|---|---|---|
 mlpack/ensmallen | A high-quality C++ library for non-linear numerical optimization | 743 |
 herilalaina/mosaic_ml | Automated machine learning with tree search optimization | 16 |
 lge-arc-advancedai/auptimizer | Automates model building and deployment process by optimizing hyperparameters and compressing models for edge computing. | 200 |
 mingruiliu-ml-lab/episode | An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance | 2 |
 dmlc/mxnet-memonger | A tool for optimizing deep learning models to reduce memory usage without sacrificing performance | 308 |
 alibaba/conv-llava | This project presents an optimization technique for large-scale image models to reduce computational requirements while maintaining performance. | 104 |
 100/solid | A comprehensive framework for solving optimization problems without gradient calculations. | 576 |
 lyogavin/anima | An optimization technique for large language models allowing them to run on limited hardware resources without significant performance loss. | 6 |
 neuralmagic/sparseml | Enables the creation of smaller neural network models through efficient pruning and quantization techniques | 2,071 |
 kvcache-ai/ktransformers | A flexible framework for LLM inference optimizations with support for multiple models and architectures | 736 |
 claesenm/optunity | A collection of algorithms for hyperparameter optimization in machine learning models | 416 |
 automl/robo | A Bayesian optimization framework designed to optimize complex functions with robustness and flexibility | 483 |
 typemonkey/turtle | A programming language designed to optimize memory usage through long-term storage of data | 5 |
 mazhar-ansari-ardeh/benchmarkfcns | Provides benchmarking functions for mathematical optimization algorithms | 66 |
 toy/image_optim | Optimization tool for images | 1,521 |