Ax
Experiment manager
An adaptive experimentation platform with support for various optimization strategies and flexible APIs.
Adaptive Experimentation Platform
2k stars
70 watching
312 forks
Language: Python
last commit: 3 months ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
| A PyTorch-based library for Bayesian optimization, providing a modular interface for composing and optimizing probabilistic models. | 3,126 |
| An open-source software library providing tools and frameworks for optimizing complex systems and improving machine learning models through Bayesian optimization and reinforcement learning. | 3,306 |
| An end-to-end platform for applied reinforcement learning developed at Facebook. | 3,575 |
| A toolkit for fine-tuning and inferring large machine learning models | 8,312 |
| An optimizer that combines the benefits of Adam and SGD algorithms | 2,908 |
| An open-source profiler that uses causal profiling to measure optimization potential and predict the impact of code optimizations on performance. | 4,136 |
| Teaching software developers to build intelligent agents using deep reinforcement learning and OpenAI Gym | 374 |
| An AI toolkit for building natural language interfaces and generating multimedia content | 5,362 |
| Automated hyperparameter tuning and feature selection using evolutionary algorithms. | 316 |
| Develops and compares reinforcement learning algorithms by providing a standard API to communicate between learning algorithms and environments | 7,613 |
| A tool designed to streamline AI model fine-tuning, supporting multiple configurations and architectures. | 8,090 |
| An open-source implementation of several reinforcement learning algorithms in PyTorch | 3,644 |
| An interactive platform for exploring and comparing various machine learning algorithms and techniques using visualizations and example code. | 1,667 |
| An AI-powered development platform that generates production-ready backend code for .NET and Node.js applications | 15,406 |
| A codebase for working with Open Pre-trained Transformers, enabling deployment and fine-tuning of transformer models on various platforms. | 6,519 |