napkinXC VS PaddlePaddle

Compare napkinXC vs PaddlePaddle and see what are their differences.

napkinXC

Extremely simple and fast extreme multi-class and multi-label classifiers. (by mwydmuch)
extreme-classification multi-label-classification multi-class-classification plt Hsm probabilistic-label-trees Classification Python Machine Learning label-tree-classifiers Datasets xmlc
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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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napkinXC PaddlePaddle
1 6
58 21,616
- 1.0%
6.7 10.0
3 months ago 5 days ago
C++ C++
MIT 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.
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napkinXC

Posts with mentions or reviews of napkinXC. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-06.
  • Predicting numerical values to a very high accuracy
    2 projects | /r/MLQuestions | 6 Dec 2021
    If you only have 198 possible values then extreme multiclass models might benefit here with better precision and faster convergence. For example probabilistic label trees might have some relevance. Vowpal Wabbit also has specific reductions for extreme multi class problems. Might be worth a try if other alternatives still don't work out.

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.

What are some alternatives?

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

ehsm - An End-to-End Distributed and Scalable Cloud KMS (Key Management System) built on top of Intel SGX enclave-based HSM (Hardware Security Module), aka eHSM.

tensorflow - An Open Source Machine Learning Framework for Everyone

hsm - C++ framework library to simplify state-driven code

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

vowpal_wabbit - Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

Keras - Deep Learning for humans

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

CNTK - Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

MLflow - Open source platform for the machine learning lifecycle

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

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

napkinXC vs ehsm PaddlePaddle vs tensorflow napkinXC vs hsm PaddlePaddle vs PyTorch-NLP napkinXC vs vowpal_wabbit PaddlePaddle vs Keras napkinXC vs tensorflow PaddlePaddle vs xgboost napkinXC vs CNTK PaddlePaddle vs MLflow napkinXC vs Pytorch PaddlePaddle vs gym