adanet
AutoML framework
An automated machine learning framework that learns to ensemble sub-networks to improve model quality
Fast and flexible AutoML with learning guarantees.
3k stars
172 watching
527 forks
Language: Jupyter Notebook
last commit: 12 months ago
Linked from 2 awesome lists
automldeep-learningdistributed-trainingensemblegpulearning-theorymachine-learningneural-architecture-searchpythontensorflowtpu
Related projects:
Repository | Description | Stars |
---|---|---|
luolc/adabound | An optimizer that combines the benefits of Adam and SGD algorithms | 2,907 |
binroot/tensorflow-book | A comprehensive resource for learning machine learning using TensorFlow. | 4,453 |
dotnet/machinelearning | A cross-platform machine learning framework for .NET that enables developers to build, train, and deploy models without prior expertise in ML. | 9,035 |
nlintz/tensorflow-tutorials | A collection of tutorials teaching deep learning with TensorFlow using Jupyter Notebooks | 6,006 |
datacanvasio/hypernets | An automated machine learning framework that simplifies the development of end-to-end AutoML toolkits for various domains. | 266 |
tensorpack/tensorpack | A high-performance neural network training interface for TensorFlow that focuses on speed and flexibility. | 6,303 |
tflearn/tflearn | A high-level API for deep learning that builds upon TensorFlow | 9,619 |
autogluon/autogluon | An automated machine learning framework that simplifies the process of building accurate predictive models from raw data, using minimal code and configuration. | 8,039 |
devsisters/dqn-tensorflow | An implementation of a deep reinforcement learning algorithm for human-level control in game environments using TensorFlow. | 2,480 |
tensorspace-team/tensorspace | A JavaScript framework for building interactive and intuitive 3D visualizations of neural networks in browsers. | 5,071 |
taki0112/ugatit | An unsupervised image-to-image translation model with adaptive normalization and attention mechanisms. | 6,165 |
google-parfait/tensorflow-federated | An open-source framework for training machine learning models across decentralized data | 2,319 |
tensorflow/serving | A high-performance serving system for machine learning models in production environments. | 6,185 |
sjchoi86/tensorflow-101 | A comprehensive tutorial project on building and training neural networks with TensorFlow | 2,606 |
automl/auto-pytorch | An automatic deep learning framework that jointly optimizes network architecture and training hyperparameters. | 2,376 |