poutyne VS habitat-lab

Compare poutyne vs habitat-lab and see what are their differences.

poutyne

A simplified framework and utilities for PyTorch (by GRAAL-Research)
Deep Learning Pytorch neural-network Keras Machine Learning Data Science Python
Source Code
poutyne.org
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habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments. (by facebookresearch)
AI Computer Vision Robotics Simulator sim2real Deep Learning deep-reinforcement-learning reinforcement-learning Research Python
Source Code
aihabitat.org
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poutyne habitat-lab
1 3
557 1,710
0.2% 1.9%
4.5 9.2
10 months ago 6 days ago
Python Python
GNU Lesser General Public License v3.0 only MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.

poutyne

Posts with mentions or reviews of poutyne. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-09.
  • [D] Looking for open source projects to contribute
    15 projects | /r/MachineLearning | 9 Jan 2022
    Hi, I'm the author of Poutyne, a library that aims to simplify the use of PyTorch while keeping all its flexibility. Always looking for contributions. If you look in the issue on the Github repo, you'll few suggestions but I'm always looking for other ideas to improve the library.

habitat-lab

Posts with mentions or reviews of habitat-lab. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-01-09.

What are some alternatives?

When comparing poutyne and habitat-lab you can also consider the following projects:

transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

ai2thor-rearrangement - 🔀 Visual Room Rearrangement

general

Autonomous-Ai-drone-scripts - State of the art autonomous navigation scripts using Ai, Computer Vision, Lidar and GPS to control an arducopter based quad copter.

habitat-sim - A flexible, high-performance 3D simulator for Embodied AI research.

mini-cheetah-tmotor-python-can - Python Motor Driver for Mini-Cheetah based Actuators: T-Motor AK80-6/AK80-9 using SocketCAN Interface

docarray - Represent, send, store and search multimodal data

drl_grasping - Deep Reinforcement Learning for Robotic Grasping from Octrees

dataqa - Labelling platform for text using weak supervision.

carla - Open-source simulator for autonomous driving research.

kaggle-environments

poutyne vs transformers habitat-lab vs ai2thor-rearrangement poutyne vs general habitat-lab vs Autonomous-Ai-drone-scripts poutyne vs habitat-sim habitat-lab vs mini-cheetah-tmotor-python-can poutyne vs docarray habitat-lab vs drl_grasping poutyne vs dataqa habitat-lab vs carla poutyne vs kaggle-environments habitat-lab vs habitat-sim