R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
aifeducation
View on CRAN: Click
here
Download and install aifeducation package within the R console
Install from CRAN:
install.packages("aifeducation")
Install from Github:
library("remotes")
install_github("cran/aifeducation")
Install by package version:
library("remotes")
install_version("aifeducation", "0.3.2")
Attach the package and use:
library("aifeducation")
Maintained by
Berding Florian
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-08-15
Latest Update: 2024-02-18
Description:
In social and educational settings, the use of Artificial
Intelligence (AI) is a challenging task. Relevant data is often only
available in handwritten forms, or the use of data is restricted by
privacy policies. This often leads to small data sets. Furthermore, in the educational and social sciences,
data is often unbalanced in terms of
frequencies. To support educators as well as educational and social
researchers in using the potentials of AI for their work, this package
provides a unified interface for neural nets in 'keras',
'tensorflow', and 'pytorch' to deal with natural language problems. In addition,
the package ships with a shiny app, providing a graphical user interface.
This allows the usage of AI for people without skills in writing python/R scripts.
The tools integrate existing mathematical and statistical methods for dealing
with small data sets via pseudo-labeling (e.g. Lee (2013)
,
Cascante-Bonilla et al. (2020) ) and
imbalanced data via the creation of synthetic cases (e.g.
Bunkhumpornpat et al. (2012) ).
Performance evaluation of AI is connected to measures from content
analysis which educational and social researchers are generally more
familiar with (e.g. Berding & Pargmann (2022) ,
Gwet (2014) , Krippendorff (2019)
). Estimation of energy consumption and CO2
emissions during model training is done with the 'python' library
'codecarbon'. Finally, all objects created with this package allow to
share trained AI models with other people.
How to cite:
Berding Florian (2023). aifeducation: Artificial Intelligence for Education. R package version 0.3.2, https://cran.r-project.org/web/packages/aifeducation
Previous versions and publish date:
Other packages that cited aifeducation R package
View aifeducation citation profile
Other R packages that aifeducation depends,
imports, suggests or enhances
Functions, R codes and Examples using
the aifeducation R package
Some associated functions: AifeducationConfiguration . EmbeddedText . TextEmbeddingClassifierNeuralNet . TextEmbeddingModel . aifeducation_config . array_to_matrix . bow_pp_create_basic_text_rep . bow_pp_create_vocab_draft . check_aif_py_modules . check_embedding_models . combine_embeddings . create_bert_model . create_deberta_v2_model . create_funnel_model . create_iota2_mean_object . create_longformer_model . create_roberta_model . create_synthetic_units . generate_id . get_coder_metrics . get_folds . get_n_chunks . get_stratified_train_test_split . get_synthetic_cases . get_train_test_split . install_py_modules . load_ai_model . matrix_to_array_c . save_ai_model . set_config_cpu_only . set_config_gpu_low_memory . set_config_os_environ_logger . set_config_tf_logger . set_transformers_logger . split_labeled_unlabeled . summarize_tracked_sustainability . test_classifier_sustainability . test_metric_mean . train_tune_bert_model . train_tune_deberta_v2_model . train_tune_funnel_model . train_tune_longformer_model . train_tune_roberta_model .
Some associated R codes: RcppExports.R . aux_fct.R . data.R . install_and_config.R . onLoad.R . preparation.R . saving_and_loading.R . sustainability.R . te_classifier_neuralnet_model.R . text_embedding_model.R . transformer_bert.R . transformer_deberta_v2.R . transformer_funnel.R . transformer_longformer.R . transformer_roberta.R . Full aifeducation package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by
helping add
Reviews / comments / questions /suggestions ↴↴↴
Today's Hot Picks in Authors and Packages
r2resize
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
bizicount
Maximum likelihood estimation of copula-based zero-inflated
(and non-inflated) Poisson and negative ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: John Niehaus (view profile)
srm
Provides functionality for structural equation modeling for the social relations model (Kenny & ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Alexander Robitzsch (view profile)
FMCCSD
Current status data abounds
in the field of epidemiology and public health, where the only observab ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Tong Wang (view profile)
factorplot
Methods to calculate, print, summarize and plot pairwise differences from GLMs, GLHT or Multinomial ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Dave Armstrong (view profile)
cdcfluview
The 'U.S.' Centers for Disease Control and Prevention (CDC) maintain
a portal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Bob Rudis (view profile)
22,114
R Packages
188,080
Dependencies
55,244
Author Associations
22,115
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns