Ax
Experiment manager
An adaptive experimentation platform with support for various optimization strategies and flexible APIs.
Adaptive Experimentation Platform
2k stars
69 watching
311 forks
Language: Python
last commit: 8 days ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
pytorch/botorch | A PyTorch-based library for Bayesian optimization, providing a modular interface for composing and optimizing probabilistic models. | 3,102 |
huawei-noah/hebo | An open-source software library providing tools and frameworks for optimizing complex systems and improving machine learning models through Bayesian optimization and reinforcement learning. | 3,286 |
facebookresearch/reagent | An end-to-end platform for applied reinforcement learning developed at Facebook. | 3,575 |
optimalscale/lmflow | A toolkit for finetuning large language models and providing efficient inference capabilities | 8,273 |
luolc/adabound | An optimizer that combines the benefits of Adam and SGD algorithms | 2,907 |
plasma-umass/coz | An open-source profiler that uses causal profiling to measure optimization potential and predict the impact of code optimizations on performance. | 4,106 |
packtpublishing/hands-on-intelligent-agents-with-openai-gym | Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym | 373 |
prefecthq/marvin | An AI toolkit for building natural language interfaces and generating multimedia content | 5,296 |
rodrigo-arenas/sklearn-genetic-opt | Automated hyperparameter tuning and feature selection using evolutionary algorithms. | 314 |
farama-foundation/gymnasium | Develops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments | 7,374 |
axolotl-ai-cloud/axolotl | A tool designed to streamline AI model fine-tuning with support for multiple configurations and architectures. | 7,915 |
ikostrikov/pytorch-a2c-ppo-acktr-gail | An open-source implementation of several reinforcement learning algorithms in PyTorch | 3,605 |
trekhleb/machine-learning-experiments | An interactive platform for exploring and comparing various machine learning algorithms and techniques using visualizations and example code. | 1,654 |
amplication/amplication | An AI-powered development platform that generates production-ready backend code for .NET and Node.js applications | 15,244 |
facebookresearch/metaseq | A codebase for working with Open Pre-trained Transformers, enabling deployment and fine-tuning of transformer models on various platforms. | 6,517 |