horovod
robot
Our great sponsors
horovod | robot | |
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1 | 1 | |
11,889 | 14 | |
- | - | |
9.4 | 8.0 | |
over 2 years ago | over 2 years ago | |
Python | Python | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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.
horovod
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[P] Cost of distributed deep learning on AWS
Code for https://arxiv.org/abs/1802.05799 found: https://github.com/uber/horovod
robot
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[R] Unifying all Machine Learning Frameworks - Link to a free online lecture by the author in comments
In this talk, we will show how unifying all Machine Learning (ML) frameworks could save everybody a HUGE amount of time and energy. Through interactive coding sessions and live demos, we will explain how Ivy (checkout lets-unify.ai) is solving this unification problem. We will focus on demos using Ivy’s 3D vision and robotics libraries, solving 3D robotic navigation and perception tasks in a 3D simulator, all in real-time. Checkout https://github.com/ivy-dl/robot for examples! Finally, we will explore how you can join and contribute to the growing Ivy community, and help us in our mission to truly unify all ML frameworks once and for all.
What are some alternatives?
tf-encrypted - A Framework for Encrypted Machine Learning in TensorFlow
robot - Functions and classes for gradient-based robot motion planning, written in Ivy.
rxray - Ray distributed computing integration for RxPY
ivy - The Unified Machine Learning Framework [Moved to: https://github.com/unifyai/ivy]
seq2seq - A general-purpose encoder-decoder framework for Tensorflow
dymos - Open Source Optimization of Dynamic Multidisciplinary Systems
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
ray_snowflake - Ray Data Connector for Snowflake
client - DagsHub client libraries
deep-significance - Enabling easy statistical significance testing for deep neural networks.
dns-tunnelling-with-dl - Deep Learning Based DNS Tunneling Detection and Blocking System
livelossplot - Live training loss plot in Jupyter Notebook for Keras, PyTorch and others