data-partitioners
Partitioner
A Pharo library that enables partitioning of collections into training, validation, and test sets for machine learning and statistical analysis.
Pharo library for partitioning a collection. Given a set of proportions (e.g. 50%, 30%, and 20%), it shuffles the collection and divides it into non-empty subsets in such a way that every element is included in exactly one subset. Can be used in machine learning and statistical analysis for splitting data into training, validation, and test sets.
6 stars
4 watching
0 forks
Language: Smalltalk
last commit: 11 months ago
Linked from 1 awesome list
data-sciencemachine-learningpharostatistical-analysis
pharo-open-documentation/awesome-pharoRelated projects:
| Repository | Description | Stars |
|---|---|---|
| pharo-ai/a-priori | An implementation of the A-Priori algorithm in Pharo to discover frequent itemsets and generate association rules from transaction data. | 2 |
| pharo-ai/datasets | A Smalltalk library for loading and managing datasets as data frames. | 9 |
| pharo-ai/ngrammodel | A tool for splitting text into sequences of words | 4 |
| pharo-ai/naive-bayes-classifier | A simple implementation of a multinomial Naive Bayes classifier for natural language processing and machine learning tasks | 1 |
 pharo-containers/containers-hashtable | An alternative implementation of a hash table data structure using the Moose framework in Smalltalk. | 1 |
| pharo-containers/containers-stack | A simple implementation of a stack data structure | 0 |
| pharo-containers/containers-runarray | A Smalltalk class optimized for storing sequences of repeating values | 1 |
| pharo-containers/containers-orderedset | A data structure providing ordered unique elements with a complete API of Set and OrderedCollection | 4 |
| pharo-ai/k-means | A Smalltalk implementation of the K-means clustering algorithm | 3 |
 objectprofile/spy2 | A profiling framework for Pharo that collects execution statistics and visualizes test coverage | 7 |
 pharo-contributions/pharo-talents | A Smalltalk library for dynamically adding and removing behavior to objects without modifying classes. | 23 |
| pharo-ai/tf-idf | An implementation of TF-IDF in Smalltalk for natural language processing and text analysis tasks. | 3 |
 bouraqadi/pharomisc | A collection of reusable Smalltalk libraries and tools for Pharo | 15 |
| pharo-containers/containers-trie | An implementation of a data structure for efficiently storing and retrieving sets of strings | 3 |
| objectprofile/keraswrapper | Provides Keras bindings within Pharo, allowing Python-based machine learning models to be used seamlessly in the Smalltalk environment. | 9 |