What is Gym?
It is a toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents everything from walking to playing games like Pong or Pinball.
Gym is a tool in the Machine Learning Tools category of a tech stack.
Gym is an open source tool with 30.6K GitHub stars and 8.3K GitHub forks. Here’s a link to Gym's open source repository on GitHub
Who uses Gym?
Companies
Developers
37 developers on StackShare have stated that they use Gym.
Gym Integrations
Gym's Features
- Reinforcement learning
- Compatible with any numerical computation library
Gym Alternatives & Comparisons
What are some alternatives to Gym?
TensorFlow
TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API.
PyTorch
PyTorch is not a Python binding into a monolothic C++ framework. It is built to be deeply integrated into Python. You can use it naturally like you would use numpy / scipy / scikit-learn etc.
scikit-learn
scikit-learn is a Python module for machine learning built on top of SciPy and distributed under the 3-Clause BSD license.
Keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on TensorFlow or Theano. https://keras.io/
CUDA
A parallel computing platform and application programming interface model,it enables developers to speed up compute-intensive applications by harnessing the power of GPUs for the parallelizable part of the computation.
Related Comparisons
