snorkel VS compose

Compare snorkel vs compose and see what are their differences.

snorkel

A system for quickly generating training data with weak supervision [Moved to: https://github.com/snorkel-team/snorkel] (by HazyResearch)
Machine Learning AI weak-supervision Labeling Data Science Python snorkel training-data data-augmentation data-slicing

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compose

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning. (by alteryx)
Machine Learning Automl prediction-engineering prediction-problem Data Science labeling-tool Labeling AI training-data data-labeling
Source Code
compose.alteryx.com
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snorkel compose
1 1
5,109 472
- 1.3%
6.2 5.2
about 2 years ago 2 months ago
Python Python
Apache License 2.0 BSD 3-clause "New" or "Revised" 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.

snorkel

Posts with mentions or reviews of snorkel. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-20.

compose

Posts with mentions or reviews of compose. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-03-31.

What are some alternatives?

When comparing snorkel and compose you can also consider the following projects:

skweak - skweak: A software toolkit for weak supervision applied to NLP tasks

DeepLearningKit - Open Source Deep Learning Framework for Apple's iOS, OS X and tvOS -

spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python

Keras - Deep Learning for humans

catanatron - Settlers of Catan Bot Simulator and Strong AI Player

H2O - H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

snorkel - A system for quickly generating training data with weak supervision

snorkel vs skweak compose vs DeepLearningKit snorkel vs spaCy compose vs Keras snorkel vs catanatron compose vs H2O compose vs snorkel