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|GNU General Public License v3.0 or later||MIT License|
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.
[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.
“Smart” or “AI” assisted Media management system that detects and auto-tags files?
1 project | reddit.com/r/DataHoarder | 6 Jan 2021
DeepDanbooru is suprisingly good for tagging photos and drawings.
What are some alternatives?
szurubooru - Image board engine, Danbooru-style.
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.
NudeNet - Neural Nets for Nudity Detection and Censoring
thinc - 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
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
einops - Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
onepanel - The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.