skflow vs PaddlePaddle

skflow

Simplified interface for TensorFlow (mimicking Scikit Learn) for Deep Learning (by tensorflow)

Machine Learning

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PaddlePaddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署） (by PaddlePaddle)

Machine Learning Paddlepaddle Deep Learning Scalability neural-network Python Efficiency distributed-training

Source Code

paddlepaddle.org

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skflow		PaddlePaddle
	Project
-	Mentions	6
3,209	Stars	21,686
-	Growth	0.3%
1.3	Activity	10.0
almost 3 years ago	Latest Commit	5 days ago
Python	Language	C++
Apache License 2.0	License	Apache License 2.0

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.

skflow

Posts with mentions or reviews of skflow. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning skflow yet.
Tracking mentions began in Dec 2020.

PaddlePaddle

Posts with mentions or reviews of PaddlePaddle. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-05-16.

List of AI-Models
14 projects | /r/GPT_do_dah | 16 May 2023

Click to Learn more...
Ask HN: Are there any notable Chinese FLOSS projects?
4 projects | news.ycombinator.com | 11 May 2023

PaddlePaddle?
https://github.com/PaddlePaddle/Paddle
Also, Baidu have quite a few OSS projects out there in general.
https://github.com/baidu
Volcano vs Yunikorn vs Knative
5 projects | /r/kubernetes | 3 May 2023

Volcano is a batch scheduler on top of Kube-batch targetting spark-operator, plain old MPI, chinesium paddlepaddle, and Kromwell HPC.
Baidu AI Researchers Introduce SE-MoE That Proposes Elastic MoE Training With 2D Prefetch And Fusion Communication Over Hierarchical Storage
1 project | /r/artificial | 29 May 2022

Continue reading | Check out the paper, and Github
I have issue with only __habs for half datatype? Please help!
1 project | /r/CUDA | 15 Jun 2021
Alternatives to google collab?
1 project | /r/computervision | 31 Jan 2021

What are some alternatives?

When comparing skflow and PaddlePaddle you can also consider the following projects:

Keras - Deep Learning for humans

tensorflow - An Open Source Machine Learning Framework for Everyone

TFLearn - Deep learning library featuring a higher-level API for TensorFlow.

PyTorch-NLP - Basic Utilities for PyTorch Natural Language Processing (NLP)

MLP Classifier - A handwritten multilayer perceptron classifer using numpy.

MLflow - Open source platform for the machine learning lifecycle

scikit-learn - scikit-learn: machine learning in Python

xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

gym - A toolkit for developing and comparing reinforcement learning algorithms.