Feat C++ API
A feature engineering automation tool
FT::Feat Member List

This is the complete list of members for FT::Feat, including all inherited members.

archiveFT::Featprivate
best_complexityFT::Featprivate
best_indFT::Featprivate
best_med_scoreFT::Featprivate
calculate_stats(const DataRef &d)FT::Featprivate
evaluatorFT::Featprivate
Feat()FT::Featinline
final_model(DataRef &d)FT::Featprivate
fit(MatrixXf &X, VectorXf &y)FT::Feat
fit(MatrixXf &X, VectorXf &y, LongData &Z)FT::Feat
get_archive(bool front)FT::Feat
get_archive_size()FT::Featinline
get_backprop()FT::Featinline
get_batch_size()FT::Featinline
get_classification()FT::Feat
get_coefs()FT::Feat
get_complexity()FT::Feat
get_corr_delete_mutate()FT::Featinline
get_cross_rate()FT::Feat
get_dim()FT::Feat
get_dtypes()FT::Feat
get_eqn(bool sort=false)FT::Feat
get_erc()FT::Feat
get_fb()FT::Feat
get_feature_names()FT::Featinline
get_functions()FT::Featinline
get_gens()FT::Feat
get_hillclimb()FT::Featinline
get_ind_eqn(bool sort, Individual &ind)FT::Feat
get_is_fitted()FT::Featinline
get_iters()FT::Featinline
get_logfile()FT::Feat
get_lr()FT::Featinline
get_max_depth()FT::Feat
get_max_dim()FT::Feat
get_max_size()FT::Feat
get_max_stall()FT::Feat
get_max_time()FT::Featinline
get_ml()FT::Feat
get_model(bool sort=true)FT::Feat
get_n_jobs()FT::Featinline
get_n_nodes()FT::Feat
get_n_params()FT::Feat
get_normalize()FT::Featinline
get_num_features()FT::Feat
get_objectives()FT::Featinline
get_otype()FT::Featinline
get_otypes()FT::Feat
get_pop_size()FT::Feat
get_protected_groups()FT::Featinline
get_random_state()FT::Featinline
get_random_state_()FT::Featinline
get_representation()FT::Feat
get_residual_xo()FT::Featinline
get_root_xo_rate()FT::Featinline
get_save_pop()FT::Featinline
get_scorer()FT::Feat
get_scorer_()FT::Feat
get_sel()FT::Featinline
get_shuffle()FT::Feat
get_simplify()FT::Featinline
get_softmax_norm()FT::Featinline
get_split()FT::Feat
get_stagewise_xo()FT::Featinline
get_stagewise_xo_tol()FT::Featinline
get_starting_pop()FT::Featinline
get_stats()FT::Feat
get_surv()FT::Featinline
get_tune_final()FT::Featinline
get_tune_initial()FT::Featinline
get_val_from_arch()FT::Featinline
get_verbosity()FT::Feat
get_Z(string s, int *idx, int idx_size)FT::Feat
init()FT::Feat
initial_model(DataRef &d)FT::Featprivate
is_fittedFT::Feat
load(const json &j)FT::Feat
load_best_ind(string filename)FT::Feat
load_from_file(string filename)FT::Feat
load_population(string filename, bool justfront=false)FT::Feat
log_stats(std::ofstream &log)FT::Featprivate
logfileFT::Featprivate
min_lossFT::Featprivate
min_loss_vFT::Featprivate
NFT::Featprivate
NLOHMANN_DEFINE_TYPE_INTRUSIVE(Feat, params, pop, selector, survivor, archive, use_arch, survival, N, min_loss, min_loss_v, best_med_score, best_complexity, str_dim, starting_pop, best_ind, is_fitted)FT::Featprivate
paramsFT::Featprivate
popFT::Featprivate
predict(MatrixXf &X, LongData &Z)FT::Feat
predict(MatrixXf &X)FT::Feat
predict_archive(int id, MatrixXf &X)FT::Feat
predict_archive(int id, MatrixXf &X, LongData &Z)FT::Feat
predict_labels(MatrixXf &X, LongData Z=LongData())FT::Feat
predict_proba(MatrixXf &X, LongData &Z)FT::Feat
predict_proba(MatrixXf &X)FT::Feat
predict_proba_archive(int id, MatrixXf &X, LongData &Z)FT::Feat
predict_proba_archive(int id, MatrixXf &X)FT::Feat
print_stats(std::ofstream &log, float fraction)FT::Featprivate
run_generation(unsigned int g, vector< size_t > survivors, DataRef &d, std::ofstream &log, float percentage, unsigned &stall_count)FT::Feat
save() constFT::Feat
save_popFT::Featprivate
save_to_file(string filename)FT::Feat
score(MatrixXf &X, const VectorXf &y, LongData Z=LongData())FT::Feat
selectorFT::Featprivate
set_backprop(bool bp)FT::Feat
set_batch_size(int bs)FT::Feat
set_classification(bool classification)FT::Feat
set_corr_delete_mutate(bool s)FT::Feat
set_cross_rate(float cross_rate)FT::Feat
set_dtypes(vector< char > dtypes)FT::Feat
set_erc(bool erc)FT::Feat
set_fb(float fb)FT::Feat
set_feature_names(string s)FT::Featinline
set_functions(const vector< string > &fns)FT::Featinline
set_gens(int gens)FT::Feat
set_hillclimb(bool hc)FT::Feat
set_is_fitted(bool f)FT::Featinline
set_iters(int iters)FT::Feat
set_logfile(string s)FT::Feat
set_lr(float lr)FT::Feat
set_max_depth(unsigned int max_depth)FT::Feat
set_max_dim(unsigned int max_dim)FT::Feat
set_max_stall(int max_stall)FT::Feat
set_max_time(int time)FT::Feat
set_ml(string ml)FT::Feat
set_n_jobs(unsigned t)FT::Feat
set_normalize(bool in)FT::Featinline
set_objectives(const vector< string > &obj)FT::Featinline
set_otype(char ot)FT::Feat
set_pop_size(int pop_size)FT::Feat
set_protected_groups(string pg)FT::Feat
set_random_state(int random_state)FT::Feat
set_residual_xo(bool res_xo=true)FT::Featinline
set_root_xo_rate(float cross_rate)FT::Feat
set_save_pop(int pp)FT::Featinline
set_scorer(string s)FT::Feat
set_sel(string in)FT::Featinline
set_selection(string sel)FT::Feat
set_shuffle(bool sh)FT::Feat
set_simplify(float s)FT::Feat
set_softmax_norm(bool sftmx=true)FT::Featinline
set_split(float sp)FT::Feat
set_stagewise_xo(bool sem_xo=true)FT::Featinline
set_stagewise_xo_tol(int tol)FT::Featinline
set_starting_pop(string sp)FT::Featinline
set_surv(string in)FT::Featinline
set_survival(string surv)FT::Feat
set_tune_final(bool in)FT::Featinline
set_tune_initial(bool in)FT::Featinline
set_use_batch()FT::Feat
set_val_from_arch(bool in)FT::Featinline
set_verbosity(int verbosity)FT::Feat
simplifyFT::Featprivate
simplify_model(DataRef &d, Individual &)FT::Featprivate
starting_popFT::Featprivate
statsFT::Featprivate
str_dimFT::Featprivate
survivalFT::Featprivate
survivorFT::Featprivate
timerFT::Featprivate
transform(MatrixXf &X)FT::Feat
transform(MatrixXf &X, LongData &Z)FT::Feat
transform(MatrixXf &X, LongData Z, Individual *ind)FT::Feat
univariate_initial_model(DataRef &d, int n_feats)FT::Featprivate
update_best(const DataRef &d, bool val=false)FT::Featprivate
update_stall_count(unsigned &stall_count, bool updated)FT::Featprivate
use_archFT::Featprivate
val_from_archFT::Featprivate
variatorFT::Featprivate
~Feat()FT::Featinline