easyopt
nni
easyopt | nni | |
---|---|---|
2 | 5 | |
10 | 13,765 | |
- | 0.5% | |
5.0 | 6.7 | |
3 months ago | about 2 months ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
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.
easyopt
- Easyopt: Zero-Code Hyperparameter Optimization
-
[P] easyopt: zero-code hyperparameters optimization framework
I got tired of writing over and over again the same boilerplate code to do hyperparameters optimization so i built easyopt
nni
- Filter Pruning for PyTorch
-
Automated Machine Learning (AutoML) - 9 Different Ways with Microsoft AI
For a complete tutorial, navigate to this Jupyter Notebook: https://github.com/microsoft/nni/blob/master/examples/notebooks/tabular_data_classification_in_AML.ipynb
-
[D] Efficient ways of choosing number of layers/neurons in a neural network
optuna, hyperopt, nni, plenty of less-known tools too.
-
Top 10 Developer Trends, Sun Oct 18 2020
microsoft / nni
What are some alternatives?
tuneta - Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models
optuna - A hyperparameter optimization framework
evalml - EvalML is an AutoML library written in python.
FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
AgileRL - Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
autogluon - Fast and Accurate ML in 3 Lines of Code
wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
AutoML - This is a collection of our NAS and Vision Transformer work. [Moved to: https://github.com/microsoft/Cream]
hyperopt - Distributed Asynchronous Hyperparameter Optimization in Python
archai - Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.
automlbenchmark - OpenML AutoML Benchmarking Framework