1
Also covers machine learning and programming · same kind of open-source project · open source
Lightwood builds and customizes machine learning pipelines using a declarative JSON-AI syntax.
Alternatives
The Best emel Alternatives in 2026
24 alternatives0 free · 21 open source
Looking for something like emel? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 21 are open source.
emel provides functional machine learning tools for developers using the Erlang ecosystem.
Top picks at a glance
First suggestionLightwoodLightwood builds and customizes machine learning pipelines…Another optionBenderBender helps developers build neural networks for iOS using…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Lightwood | — | Yes | — |
| 2 | Bender | — | Yes | iOS |
| 3 | Learnergy | — | Yes | — |
| 4 | doddle-model | — | Yes | — |
| 5 | AutoGluon | — | Yes | — |
| 6 | FEDOT | — | Yes | — |
| 7 | Petastorm | — | Yes | — |
| 8 | Detecto | — | Yes | — |
| 9 | Katib | — | Yes | — |
| 10 | hyperopt | — | Not stated | — |
All emel alternatives
2
Also covers machine learning · same kind of open-source project · open source
Bender helps developers build neural networks for iOS using TensorFlow models and Metal.
3
Also covers machine learning · same kind of open-source project · open source
Use Learnergy, a Python library for training and working with energy-based machine learning models.
4
Also covers machine learning · same kind of open-source project · open source
doddle-model is an in-memory machine learning library for Scala, built on Breeze with a scikit-learn-like API using typeclasses.
5
Also covers machine learning · same kind of open-source project · open source
AutoGluon provides tools for automated machine learning and model development.
6
Also covers machine learning · same kind of open-source project · open source
FEDOT automates machine learning model development through its modeling framework.
7
Also covers machine learning · same kind of open-source project · open source
Enables single machine or distributed training and evaluation of deep learning models.
8
Also covers machine learning · same kind of open-source project · open source
Detecto supports building and training computer vision models with the PyTorch machine learning framework.
9
Also covers machine learning · same kind of open-source project · open source
Katib automates machine learning on Kubernetes, including hyperparameter tuning and neural architecture search.
10
hyperopt
github.com/hyperopt/hyperopt-sklearnAlso covers machine learning · same kind of open-source project
hyperopt-sklearn uses hyperparameter optimization to select machine learning algorithms for scikit-learn.
11
Also covers machine learning · same kind of open-source project · open source
ML_Forgex trains, evaluates, and predicts with machine learning models on cleaned datasets.
12
Also covers machine learning · same kind of open-source project · open source
mgl provides a machine learning library in Common Lisp, including neural networks and Gaussian processes.
13
Also covers machine learning · same kind of open-source project · open source
Auto_ViML builds multiple machine learning models with a single line of code.
14
Also covers machine learning · same kind of open-source project · open source
AutoGL provides automated graph learning through a machine learning framework and toolkit.
15
Also covers machine learning · same kind of open-source project · open source
Guild AI automates and optimizes machine learning experiments while tracking each run.
16
Also covers machine learning · same kind of open-source project · open source
m2cgen converts machine learning models into native code for multiple programming languages without runtime dependencies.
17
Also covers machine learning · same kind of open-source project · open source
EvalML builds, optimizes, and evaluates machine learning pipelines with automated data checks and objective functions.
18
Also covers machine learning · same kind of open-source project · open source
KerasTuner searches hyperparameters to optimize machine learning models built with Keras.
19
ParaMonte
github.com/cdslaborg/paramonteAlso covers machine learning · same kind of open-source project
ParaMonte provides parallel Monte Carlo and machine learning tools across several programming languages.
20
Also covers machine learning · same kind of open-source project · open source
AutoKeras automates development of deep learning models through a machine learning library.
21
Also covers machine learning · same kind of open-source project · open source
numpy-ml collects machine learning algorithms in NumPy, presented as an intentionally readable Python package.
22
Also covers machine learning · same kind of open-source project · open source
Karate Club offers algorithms for unsupervised learning on graph data in Python.
23
Knet
github.com/denizyuret/Knet.jlAlso covers machine learning · same kind of open-source project
Knet provides a deep learning framework developed at Koç University for building models.
24
Also covers machine learning · same kind of open-source project · open source
neural-fortran provides a parallel framework for deep learning in Fortran.
No alternatives match this filter.
Alternatives to similar tools
Learnergy24 alternativesKarate Club24 alternativesneural-fortran24 alternativesdoddle-model24 alternativesmgl24 alternativesAutoGluon24 alternatives
What is the best alternative to emel?
Based on features, tags and platforms, the closest alternatives to emel are Lightwood, Bender, and Learnergy.
Are there open-source alternatives to emel?
Yes: Lightwood, Bender, Learnergy, and doddle-model.
Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative