machine learning library
C5492
concept
A machine learning library is a collection of tools, algorithms, and interfaces that simplifies building, training, evaluating, and deploying machine learning models.
All labels observed (12)
| Label | Occurrences |
|---|---|
| machine learning library canonical | 12 |
| machine learning tool | 3 |
| probabilistic programming library | 3 |
| natural language processing library | 2 |
| PyTorch ecosystem component | 1 |
| Python library alias | 1 |
| computer vision library | 1 |
| feature engineering library | 1 |
| gradient boosting library | 1 |
| machine learning framework component | 1 |
| numerical computation library | 1 |
| statistical modeling library | 1 |
Instances (24)
| Instance | Via concept surface |
|---|---|
| scikit-learn | — |
| PyTorch | — |
| Apache Mahout | — |
| MXNet | — |
| AllenNLP | natural language processing library |
|
libsvm
surface form:
LIBSVM
|
— |
| TensorFlow Estimators | machine learning framework component |
| XGBoost | gradient boosting library |
| PyMC3 | probabilistic programming library |
| Hugging Face Datasets | machine learning tool |
| Optax | — |
| TensorFlow Probability (JAX backend) | probabilistic programming library |
| TensorFlow Transform | — |
| IBM SPSS Modeler | machine learning tool |
| Create ML | machine learning tool |
| Turi Create | — |
| cuML | — |
| NumPyro | probabilistic programming library |
|
torchvision (ecosystem)
surface form:
torchvision
|
computer vision library |
|
torchtext (ecosystem)
surface form:
torchtext
|
natural language processing library |
| sns | Python library alias |
| Theano | numerical computation library |
| Microsoft Cognitive Toolkit | — |
| PlaidML | — |