horovod VS thinc

Compare horovod vs thinc and see what are their differences.

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horovod thinc
3 2
11,881 2,406
1.7% 1.3%
9.3 8.4
1 day ago 3 days ago
Python Python
GNU General Public License v3.0 or later 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.

horovod

Posts with mentions or reviews of horovod. We have used some of these posts to build our list of alternatives and similar projects.
  • [D] GPU buying recommendation
    1 project | reddit.com/r/MachineLearning | 17 Jul 2021
    If you just want to run tensorflow or pytorch for a Jupyter notebook, setting the environment shouldn't be difficult. I know that AWS has a marketplace of preconfigured images. However, you can go as advanced as setting up a cluster of gpu-equipped nodes to setup Horovod (https://github.com/horovod/horovod) to do distributed machine learning. Yes, there's a learning curve, but you cannot acquire this skillet any other way.
  • SKLean, TensorFlow, etc vs Spark ML?
    1 project | reddit.com/r/apachespark | 12 Feb 2021
    I'm the maintainer for an open source project called Horovod that allows you to distribute deep learning training (e.g., TensorFlow) on platforms like Spark.
  • Cluster machine learning
    1 project | reddit.com/r/HPC | 11 Feb 2021
    You'll want to use horovod to run keras in a distributed system. Then use Slurm to manage the cluster and run the job.

thinc

Posts with mentions or reviews of thinc. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-29.

What are some alternatives?

When comparing horovod and thinc you can also consider the following projects:

petastorm - Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.

DeepDanbooru - AI based multi-label girl image classification system, implemented by using TensorFlow.

NudeNet - Neural Nets for Nudity Detection and Censoring

rubrix - ✹A Python framework to explore, label, and monitor data for NLP projects

AdamP - AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)

pytorch-summary - Model summary in PyTorch similar to `model.summary()` in Keras

DeepCamera - AI Face Recognition/Person Detection NVR. Machine Learning On The Edge, turn your Camera into AI-powered with Jetson Nano and telegram to protect your privacy.

textacy - NLP, before and after spaCy

Coconut - Simple, elegant, Pythonic functional programming.

bert-as-service - Mapping a variable-length sentence to a fixed-length vector using BERT model

AIF360 - A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

einops - Deep learning operations reinvented (for pytorch, tensorflow, jax and others)