Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | W | X | Y | Z _ __getitem__() (maxframe.dataframe.Series.dict method) (maxframe.dataframe.Series.list method) __init__() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) (maxframe.learn.cluster.KMeans method) (maxframe.learn.contrib.llm.ContentPart method) (maxframe.learn.contrib.llm.deploy.config.ModelDeploymentConfig method) (maxframe.learn.contrib.llm.deploy.framework.InferenceFrameworkEnum method) (maxframe.learn.contrib.llm.ImageContentType method) (maxframe.learn.contrib.llm.models.dashscope.DashScopeMultiModalLLM method) (maxframe.learn.contrib.llm.models.dashscope.DashScopeTextLLM method) (maxframe.learn.contrib.llm.models.managed.ManagedTextGenLLM method) (maxframe.learn.contrib.xgboost.callback.EarlyStopping method) (maxframe.learn.contrib.xgboost.callback.LearningRateScheduler method) (maxframe.learn.model_selection.KFold method) (maxframe.learn.preprocessing.LabelBinarizer method) (maxframe.learn.preprocessing.LabelEncoder method) (maxframe.learn.preprocessing.MinMaxScaler method) (maxframe.learn.preprocessing.StandardScaler method) (maxframe.tensor.random.RandomState method) __setitem__() (maxframe.dataframe.Series.dict method) A abs() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) absolute() (in module maxframe.tensor) accuracy_score() (in module maxframe.learn.metrics) add() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) add_prefix() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) add_suffix() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) agg() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) aggregate() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) airy() (in module maxframe.tensor.special) airye() (in module maxframe.tensor.special) align() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) all() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) allclose() (in module maxframe.tensor) angle() (in module maxframe.tensor) any() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) append() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) apply() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) apply_chunk() (maxframe.dataframe.DataFrame.mf method) (maxframe.dataframe.groupby.DataFrameGroupBy.mf method) (maxframe.dataframe.Series.mf method) applymap() (maxframe.dataframe.DataFrame method) arange() (in module maxframe.tensor) arccos() (in module maxframe.tensor) arccosh() (in module maxframe.tensor) arcsin() (in module maxframe.tensor) arcsinh() (in module maxframe.tensor) arctan() (in module maxframe.tensor) arctan2() (in module maxframe.tensor) arctanh() (in module maxframe.tensor) area() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) argmax() (in module maxframe.tensor) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) argmin() (in module maxframe.tensor) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) argpartition() (in module maxframe.tensor) argsort() (in module maxframe.tensor) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) argwhere() (in module maxframe.tensor) around() (in module maxframe.tensor) array() (in module maxframe.tensor) array_equal() (in module maxframe.tensor) array_split() (in module maxframe.tensor) asarray() (in module maxframe.tensor) assign() (maxframe.dataframe.DataFrame method) astype() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) at (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Series property) at_time() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) atleast_1d() (in module maxframe.tensor) atleast_2d() (in module maxframe.tensor) atleast_3d() (in module maxframe.tensor) auc() (in module maxframe.learn.metrics) average() (in module maxframe.tensor) ax (in module maxframe.dataframe), [1] B backend (in module maxframe.dataframe), [1] bar() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) barh() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) beta() (in module maxframe.tensor.random) (in module maxframe.tensor.special) betainc() (in module maxframe.tensor.special) betaincinv() (in module maxframe.tensor.special) betaln() (in module maxframe.tensor.special) between() (maxframe.dataframe.Series method) between_time() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) bincount() (in module maxframe.tensor) binomial() (in module maxframe.tensor.random) bitwise_and() (in module maxframe.tensor) bitwise_or() (in module maxframe.tensor) bitwise_xor() (in module maxframe.tensor) box() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) broadcast_arrays() (in module maxframe.tensor) broadcast_to() (in module maxframe.tensor) bytes() (in module maxframe.tensor.random) C c_ (in module maxframe.tensor) capitalize() (maxframe.dataframe.Series.str method) case_when() (maxframe.dataframe.Series method) cbrt() (in module maxframe.tensor) ceil() (in module maxframe.tensor) (maxframe.dataframe.Series.dt method) check_consistent_length() (in module maxframe.learn.utils) chisquare() (in module maxframe.tensor.random) choice() (in module maxframe.tensor.random) cholesky() (in module maxframe.tensor.linalg) choose() (in module maxframe.tensor) classes_ (maxframe.learn.preprocessing.LabelBinarizer attribute) (maxframe.learn.preprocessing.LabelEncoder attribute) clip() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) cluster_centers_ (maxframe.learn.cluster.KMeans attribute) collect_kv() (maxframe.dataframe.DataFrame.mf method) colorbar (in module maxframe.dataframe), [1] colormap (in module maxframe.dataframe), [1] columns (maxframe.dataframe.DataFrame property) combine() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) combine_first() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) compare() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) compress() (in module maxframe.tensor) concat() (in module maxframe.dataframe) concatenate() (in module maxframe.tensor) conj() (in module maxframe.tensor) contains() (maxframe.dataframe.Series.dict method) (maxframe.dataframe.Series.str method) ContentPart (class in maxframe.learn.contrib.llm) convert_dtypes() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) copy() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) copysign() (in module maxframe.tensor) copyto() (in module maxframe.tensor) corr() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) corrcoef() (in module maxframe.tensor) corrwith() (maxframe.dataframe.DataFrame method) cos() (in module maxframe.tensor) cosh() (in module maxframe.tensor) cosine_distances() (in module maxframe.learn.metrics.pairwise) cosine_similarity() (in module maxframe.learn.metrics.pairwise) count() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) (maxframe.dataframe.Series.str method) count_nonzero() (in module maxframe.tensor) cov() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) cumcount() (maxframe.dataframe.groupby.GroupBy method) cummax() (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.groupby.GroupBy method) cummin() (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.groupby.GroupBy method) cumprod() (in module maxframe.tensor) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.groupby.GroupBy method) cumsum() (in module maxframe.tensor) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.groupby.GroupBy method) D DashScopeMultiModalLLM (class in maxframe.learn.contrib.llm.models.dashscope) DashScopeTextLLM (class in maxframe.learn.contrib.llm.models.dashscope) data_max_ (maxframe.learn.preprocessing.MinMaxScaler attribute) data_min_ (maxframe.learn.preprocessing.MinMaxScaler attribute) data_range_ (maxframe.learn.preprocessing.MinMaxScaler attribute) DataFrame (class in maxframe.dataframe) Dataset() (in module maxframe.learn.contrib.lightgbm) date (maxframe.dataframe.Series.dt attribute) date_range() (in module maxframe.dataframe) dawsn() (in module maxframe.tensor.special) day (maxframe.dataframe.Series.dt attribute) day_name() (maxframe.dataframe.Series.dt method) dayofweek (maxframe.dataframe.Series.dt attribute) dayofyear (maxframe.dataframe.Series.dt attribute) days_in_month (maxframe.dataframe.Series.dt attribute) daysinmonth (maxframe.dataframe.Series.dt attribute) deg2rad() (in module maxframe.tensor) degrees() (in module maxframe.tensor) delete() (in module maxframe.tensor) density() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) describe() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) diag() (in module maxframe.tensor) diagflat() (in module maxframe.tensor) diff() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) digamma() (in module maxframe.tensor.special) digitize() (in module maxframe.tensor) dirichlet() (in module maxframe.tensor.random) div() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) divide() (in module maxframe.tensor) DMatrix() (in module maxframe.learn.contrib.xgboost) dot() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) drop() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) drop_duplicates() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) droplevel() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) dropna() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) dsplit() (in module maxframe.tensor) dt() (maxframe.dataframe.Series method) dtype (maxframe.dataframe.Series property) dtype() (in module maxframe.dataframe) dtypes (maxframe.dataframe.DataFrame property) dtypes() (maxframe.dataframe.Series.struct method) duplicated() (maxframe.dataframe.DataFrame method) E early_stopping() (in module maxframe.learn.contrib.lightgbm.callback) EarlyStopping (class in maxframe.learn.contrib.xgboost.callback) ediff1d() (in module maxframe.tensor) einsum() (in module maxframe.tensor) ellip_harm() (in module maxframe.tensor.special) ellip_harm_2() (in module maxframe.tensor.special) ellip_normal() (in module maxframe.tensor.special) ellipe() (in module maxframe.tensor.special) ellipeinc() (in module maxframe.tensor.special) ellipk() (in module maxframe.tensor.special) ellipkinc() (in module maxframe.tensor.special) ellipkm1() (in module maxframe.tensor.special) elliprc() (in module maxframe.tensor.special) elliprf() (in module maxframe.tensor.special) elliprg() (in module maxframe.tensor.special) elliprj() (in module maxframe.tensor.special) embed() (in module maxframe.learn.contrib.llm.multi_modal) (in module maxframe.learn.contrib.llm.text) empty() (in module maxframe.tensor) empty_like() (in module maxframe.tensor) endswith() (maxframe.dataframe.Series.str method) entr() (in module maxframe.tensor.special) eq() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) equal() (in module maxframe.tensor) erf() (in module maxframe.tensor.special) erfc() (in module maxframe.tensor.special) erfcinv() (in module maxframe.tensor.special) erfcx() (in module maxframe.tensor.special) erfi() (in module maxframe.tensor.special) erfinv() (in module maxframe.tensor.special) euclidean_distances() (in module maxframe.learn.metrics.pairwise) eval() (in module maxframe.dataframe) (maxframe.dataframe.DataFrame method) ewm() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) exp() (in module maxframe.tensor) exp2() (in module maxframe.tensor) expand_dims() (in module maxframe.tensor) expanding() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) expit() (in module maxframe.tensor.special) explode() (maxframe.dataframe.Series method) expm1() (in module maxframe.tensor) exponential() (in module maxframe.tensor.random) extract() (in module maxframe.learn.contrib.llm.text) extract_kv() (maxframe.dataframe.DataFrame.mf method) F f() (in module maxframe.tensor.random) f1_score() (in module maxframe.learn.metrics) factorize() (in module maxframe.dataframe) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) fbeta_score() (in module maxframe.learn.metrics) feature_names_in_ (maxframe.learn.preprocessing.StandardScaler attribute) fft() (in module maxframe.tensor.fft) fft2() (in module maxframe.tensor.fft) fftfreq() (in module maxframe.tensor.fft) fftn() (in module maxframe.tensor.fft) fftshift() (in module maxframe.tensor.fft) field() (maxframe.dataframe.Series.struct method) figsize (in module maxframe.dataframe), [1] fill_diagonal() (in module maxframe.tensor) fillna() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) filter() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) find() (maxframe.dataframe.Series.str method) first_valid_index() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) fix() (in module maxframe.tensor) flatjson() (maxframe.dataframe.Series.mf method) flatmap() (maxframe.dataframe.DataFrame.mf method) (maxframe.dataframe.Series.mf method) flatnonzero() (in module maxframe.tensor) flatten() (maxframe.tensor.core.Tensor method) flip() (in module maxframe.tensor) fliplr() (in module maxframe.tensor) flipud() (in module maxframe.tensor) float_power() (in module maxframe.tensor) floor() (in module maxframe.tensor) (maxframe.dataframe.Series.dt method) floor_divide() (in module maxframe.tensor) floordiv() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) fmax() (in module maxframe.tensor) fmin() (in module maxframe.tensor) fmod() (in module maxframe.tensor) fontsize (in module maxframe.dataframe), [1] fresnel() (in module maxframe.tensor.special) frexp() (in module maxframe.tensor) from_dict() (maxframe.dataframe.DataFrame static method) from_records() (maxframe.dataframe.DataFrame static method) full() (in module maxframe.tensor) full_like() (in module maxframe.tensor) G gamma() (in module maxframe.tensor.random) (in module maxframe.tensor.special) gammainc() (in module maxframe.tensor.special) gammaincc() (in module maxframe.tensor.special) gammainccinv() (in module maxframe.tensor.special) gammaincinv() (in module maxframe.tensor.special) gammaln() (in module maxframe.tensor.special) gammasgn() (in module maxframe.tensor.special) ge() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) generate() (in module maxframe.learn.contrib.llm.multi_modal) (in module maxframe.learn.contrib.llm.text) geometric() (in module maxframe.tensor.random) get() (maxframe.dataframe.Series.dict method) get_dummies() (in module maxframe.dataframe) get_level_values() (maxframe.dataframe.Index method) greater() (in module maxframe.tensor) greater_equal() (in module maxframe.tensor) grid (in module maxframe.dataframe), [1] groupby() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) gt() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) gumbel() (in module maxframe.tensor.random) H hankel1() (in module maxframe.tensor.special) hankel1e() (in module maxframe.tensor.special) hankel2() (in module maxframe.tensor.special) hankel2e() (in module maxframe.tensor.special) has_duplicates (maxframe.dataframe.Index property) hasnans (maxframe.dataframe.Index property) haversine_distances() (in module maxframe.learn.metrics.pairwise) head() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) hexbin() (maxframe.dataframe.DataFrame.plot method) hfft() (in module maxframe.tensor.fft) hist() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) histogram() (in module maxframe.tensor) histogram_bin_edges() (in module maxframe.tensor) hour (maxframe.dataframe.Series.dt attribute) hsplit() (in module maxframe.tensor) hypergeometric() (in module maxframe.tensor.random) hypot() (in module maxframe.tensor) I i0() (in module maxframe.tensor) iat (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Series property) idxmax() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.Series method) idxmin() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.Series method) ifft() (in module maxframe.tensor.fft) ifft2() (in module maxframe.tensor.fft) ifftn() (in module maxframe.tensor.fft) ifftshift() (in module maxframe.tensor.fft) ihfft() (in module maxframe.tensor.fft) iloc (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Series property) imag() (in module maxframe.tensor) ImageContentType (class in maxframe.learn.contrib.llm) in1d() (in module maxframe.tensor) include_bool (in module maxframe.dataframe), [1] Index (class in maxframe.dataframe) index (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Series property) indices() (in module maxframe.tensor) inertia_ (maxframe.learn.cluster.KMeans attribute) infer_dtype() (in module maxframe.dataframe) infer_objects() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) InferenceFrameworkEnum (class in maxframe.learn.contrib.llm.deploy.framework) inner() (in module maxframe.tensor) insert() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) inv() (in module maxframe.tensor.linalg) invert() (in module maxframe.tensor) irfft() (in module maxframe.tensor.fft) irfft2() (in module maxframe.tensor.fft) irfftn() (in module maxframe.tensor.fft) is_leap_year (maxframe.dataframe.Series.dt attribute) is_monotonic_decreasing (maxframe.dataframe.Index property) (maxframe.dataframe.Series property) is_monotonic_increasing (maxframe.dataframe.Index property) (maxframe.dataframe.Series property) is_month_end (maxframe.dataframe.Series.dt attribute) is_month_start (maxframe.dataframe.Series.dt attribute) is_quarter_end (maxframe.dataframe.Series.dt attribute) is_quarter_start (maxframe.dataframe.Series.dt attribute) is_unique (maxframe.dataframe.Index property) (maxframe.dataframe.Series property) is_year_end (maxframe.dataframe.Series.dt attribute) is_year_start (maxframe.dataframe.Series.dt attribute) isalnum() (maxframe.dataframe.Series.str method) isalpha() (maxframe.dataframe.Series.str method) isclose() (in module maxframe.tensor) iscomplex() (in module maxframe.tensor) isdecimal() (maxframe.dataframe.Series.str method) isdigit() (maxframe.dataframe.Series.str method) isfinite() (in module maxframe.tensor) isin() (in module maxframe.tensor) (maxframe.dataframe.Series method) isinf() (in module maxframe.tensor) islower() (maxframe.dataframe.Series.str method) isna() (in module maxframe.dataframe) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) isnan() (in module maxframe.tensor) isnull() (in module maxframe.dataframe) (maxframe.dataframe.DataFrame method) isnumeric() (maxframe.dataframe.Series.str method) isreal() (in module maxframe.tensor) isspace() (maxframe.dataframe.Series.str method) istitle() (maxframe.dataframe.Series.str method) isupper() (maxframe.dataframe.Series.str method) itairy() (in module maxframe.tensor.special) iv() (in module maxframe.tensor.special) ive() (in module maxframe.tensor.special) J join() (maxframe.dataframe.DataFrame method) jv() (in module maxframe.tensor.special) jve() (in module maxframe.tensor.special) K k_means() (in module maxframe.learn.cluster) kde() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) KFold (class in maxframe.learn.model_selection) kind (in module maxframe.dataframe), [1] KMeans (class in maxframe.learn.cluster) kn() (in module maxframe.tensor.special) kv() (in module maxframe.tensor.special) kve() (in module maxframe.tensor.special) L label_binarize() (in module maxframe.learn.preprocessing) LabelBinarizer (class in maxframe.learn.preprocessing) LabelEncoder (class in maxframe.learn.preprocessing) labels_ (maxframe.learn.cluster.KMeans attribute) laplace() (in module maxframe.tensor.random) last_valid_index() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) layout (in module maxframe.dataframe), [1] ldexp() (in module maxframe.tensor) le() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) LearningRateScheduler (class in maxframe.learn.contrib.xgboost.callback) left_shift() (in module maxframe.tensor) legend (in module maxframe.dataframe), [1] len() (maxframe.dataframe.Series.dict method) (maxframe.dataframe.Series.list method) (maxframe.dataframe.Series.str method) less() (in module maxframe.tensor) less_equal() (in module maxframe.tensor) LGBMClassifier() (in module maxframe.learn.contrib.lightgbm) LGBMRegressor() (in module maxframe.learn.contrib.lightgbm) line() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) linspace() (in module maxframe.tensor) ljust() (maxframe.dataframe.Series.str method) loc (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Series property) log() (in module maxframe.tensor) log10() (in module maxframe.tensor) log1p() (in module maxframe.tensor) log2() (in module maxframe.tensor) log_expit() (in module maxframe.tensor.special) log_loss() (in module maxframe.learn.metrics) logaddexp() (in module maxframe.tensor) logaddexp2() (in module maxframe.tensor) loggamma() (in module maxframe.tensor.special) logical_and() (in module maxframe.tensor) logical_not() (in module maxframe.tensor) logical_or() (in module maxframe.tensor) logical_xor() (in module maxframe.tensor) logit() (in module maxframe.tensor.special) loglog (in module maxframe.dataframe), [1] lognormal() (in module maxframe.tensor.random) logseries() (in module maxframe.tensor.random) logx (in module maxframe.dataframe), [1] logy (in module maxframe.dataframe), [1] lower() (maxframe.dataframe.Series.str method) lstrip() (maxframe.dataframe.Series.str method) lstsq() (in module maxframe.tensor.linalg) lt() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) lu() (in module maxframe.tensor.linalg) M make_blobs() (in module maxframe.learn.datasets) make_classification() (in module maxframe.learn.datasets) make_low_rank_matrix() (in module maxframe.learn.datasets) make_regression() (in module maxframe.learn.datasets) ManagedTextGenLLM (class in maxframe.learn.contrib.llm.models.managed) manhattan_distances() (in module maxframe.learn.metrics.pairwise) map() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) map_reduce() (maxframe.dataframe.DataFrame.mf method) mark_right (in module maxframe.dataframe), [1] mask() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) matmul() (in module maxframe.tensor) matrix_norm() (in module maxframe.tensor.linalg) max() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) maxframe.learn.contrib.llm module maxframe.learn.contrib.llm.deploy module, [1] maxframe.learn.contrib.llm.models module maxframe.learn.utils module maxframe.tensor module maxframe.tensor.fft module maxframe.tensor.random module maximum() (in module maxframe.tensor) mean() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) mean_ (maxframe.learn.preprocessing.StandardScaler attribute) median() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) melt() (maxframe.dataframe.DataFrame method) memory_usage() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) merge() (in module maxframe.dataframe) (maxframe.dataframe.DataFrame method) meshgrid() (in module maxframe.tensor) mgrid (in module maxframe.tensor) microsecond (maxframe.dataframe.Series.dt attribute) min() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) min_ (maxframe.learn.preprocessing.MinMaxScaler attribute) minimum() (in module maxframe.tensor) minmax_scale() (in module maxframe.learn.preprocessing) MinMaxScaler (class in maxframe.learn.preprocessing) minute (maxframe.dataframe.Series.dt attribute) mod() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) mode() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) ModelDeploymentConfig (class in maxframe.learn.contrib.llm.deploy.config) modf() (in module maxframe.tensor) modfresnelm() (in module maxframe.tensor.special) modfresnelp() (in module maxframe.tensor.special) module maxframe.learn.contrib.llm maxframe.learn.contrib.llm.deploy, [1] maxframe.learn.contrib.llm.models maxframe.learn.utils maxframe.tensor maxframe.tensor.fft maxframe.tensor.random month (maxframe.dataframe.Series.dt attribute) month_name() (maxframe.dataframe.Series.dt method) moveaxis() (in module maxframe.tensor) mul() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) multigammaln() (in module maxframe.tensor.special) multilabel_confusion_matrix() (in module maxframe.learn.metrics) multinomial() (in module maxframe.tensor.random) multiply() (in module maxframe.tensor) multivariate_normal() (in module maxframe.tensor.random) N n_features_in_ (maxframe.learn.preprocessing.StandardScaler attribute) n_iter_ (maxframe.learn.cluster.KMeans attribute) n_samples_seen_ (maxframe.learn.preprocessing.MinMaxScaler attribute) (maxframe.learn.preprocessing.StandardScaler attribute) name (maxframe.dataframe.Index property) (maxframe.dataframe.Series property) names (maxframe.dataframe.Index property) nan_to_num() (in module maxframe.tensor) nanargmax() (in module maxframe.tensor) nanargmin() (in module maxframe.tensor) nancumprod() (in module maxframe.tensor) nancumsum() (in module maxframe.tensor) nanmax() (in module maxframe.tensor) nanmean() (in module maxframe.tensor) nanmin() (in module maxframe.tensor) nanosecond (maxframe.dataframe.Series.dt attribute) nanprod() (in module maxframe.tensor) nanstd() (in module maxframe.tensor) nansum() (in module maxframe.tensor) nanvar() (in module maxframe.tensor) ndim (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Index property) (maxframe.dataframe.Series property) ndim() (in module maxframe.tensor) ne() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) negative() (in module maxframe.tensor) negative_binomial() (in module maxframe.tensor.random) nextafter() (in module maxframe.tensor) nlargest() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) noncentral_chisquare() (in module maxframe.tensor.random) noncentral_f() (in module maxframe.tensor.random) nonzero() (in module maxframe.tensor) norm() (in module maxframe.tensor.linalg) normal() (in module maxframe.tensor.random) normalize() (in module maxframe.learn.preprocessing) (maxframe.dataframe.Series.dt method) not_equal() (in module maxframe.tensor) notna() (in module maxframe.dataframe) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) notnull() (in module maxframe.dataframe) (maxframe.dataframe.DataFrame method) nsmallest() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) nunique() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.Series method) O ogrid (in module maxframe.tensor) ones() (in module maxframe.tensor) P pad() (maxframe.dataframe.Series.str method) pairwise_distances() (in module maxframe.learn.metrics) pareto() (in module maxframe.tensor.random) partition() (in module maxframe.tensor) pct_change() (maxframe.dataframe.DataFrame method) percentile() (in module maxframe.tensor) permutation() (in module maxframe.tensor.random) pie() (maxframe.dataframe.DataFrame.plot method) (maxframe.dataframe.Series.plot method) pivot() (maxframe.dataframe.DataFrame method) pivot_table() (maxframe.dataframe.DataFrame method) plot() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) poch() (in module maxframe.tensor.special) poisson() (in module maxframe.tensor.random) polygamma() (in module maxframe.tensor.special) pop() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) position (in module maxframe.dataframe), [1] positive() (in module maxframe.tensor) pow() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) power() (in module maxframe.tensor) (in module maxframe.tensor.random) precision_recall_fscore_support() (in module maxframe.learn.metrics) precision_score() (in module maxframe.learn.metrics) predict() (in module maxframe.learn.contrib.lightgbm) (in module maxframe.learn.contrib.xgboost) prod() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) product() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) psi() (in module maxframe.tensor.special) ptp() (in module maxframe.tensor) Q qr() (in module maxframe.tensor.linalg) quantile() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) quarter (maxframe.dataframe.Series.dt attribute) query() (maxframe.dataframe.DataFrame method) R r2_score() (in module maxframe.learn.metrics) r_ (in module maxframe.tensor) rad2deg() (in module maxframe.tensor) radd() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) radians() (in module maxframe.tensor) rand() (in module maxframe.tensor.random) randint() (in module maxframe.tensor.random) randn() (in module maxframe.tensor.random) random() (in module maxframe.tensor.random) random_integers() (in module maxframe.tensor.random) random_sample() (in module maxframe.tensor.random) RandomState (class in maxframe.tensor.random) ranf() (in module maxframe.tensor.random) rank() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.Series method) ravel() (in module maxframe.tensor) rayleigh() (in module maxframe.tensor.random) rbf_kernel() (in module maxframe.learn.metrics.pairwise) rdiv() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) read_clipboard() (in module maxframe.dataframe) read_csv() (in module maxframe.dataframe) read_json() (in module maxframe.dataframe) read_lance() (in module maxframe.dataframe) read_odps_query() (in module maxframe.dataframe) read_odps_table() (in module maxframe.dataframe) read_pandas() (in module maxframe.dataframe) read_parquet() (in module maxframe.dataframe) real() (in module maxframe.tensor) rebalance() (maxframe.dataframe.DataFrame.mf method) recall_score() (in module maxframe.learn.metrics) rechunk() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) reciprocal() (in module maxframe.tensor) reindex() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) reindex_like() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) rel_entr() (in module maxframe.tensor.special) remainder() (in module maxframe.tensor) remove() (maxframe.dataframe.Series.dict method) rename() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) rename_axis() (maxframe.dataframe.DataFrame method) reorder_levels() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) repeat() (in module maxframe.tensor) (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) (maxframe.dataframe.Series.str method) replace() (maxframe.dataframe.Series.str method) reset_index() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) reset_parameter() (in module maxframe.learn.contrib.lightgbm.callback) reshape() (in module maxframe.tensor) reshuffle() (maxframe.dataframe.DataFrame.mf method) rfft() (in module maxframe.tensor.fft) rfft2() (in module maxframe.tensor.fft) rfftfreq() (in module maxframe.tensor.fft) rfftn() (in module maxframe.tensor.fft) rfind() (maxframe.dataframe.Series.str method) rfloordiv() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) rgamma() (in module maxframe.tensor.special) right_shift() (in module maxframe.tensor) rint() (in module maxframe.tensor) rjust() (maxframe.dataframe.Series.str method) rmod() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) rmul() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) roc_auc_score() (in module maxframe.learn.metrics) roc_curve() (in module maxframe.learn.metrics) roll() (in module maxframe.tensor) rollaxis() (in module maxframe.tensor) rolling() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) rot (in module maxframe.dataframe), [1] round() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) (maxframe.dataframe.Series.dt method) round_() (in module maxframe.tensor) rpow() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) rstrip() (maxframe.dataframe.Series.str method) rsub() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) rtruediv() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) S sample() (in module maxframe.tensor.random) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.DataFrameGroupBy method) (maxframe.dataframe.Series method) scale() (in module maxframe.learn.preprocessing) scale_ (maxframe.learn.preprocessing.MinMaxScaler attribute) (maxframe.learn.preprocessing.StandardScaler attribute) scatter() (maxframe.dataframe.DataFrame.plot method) second (maxframe.dataframe.Series.dt attribute) secondary_y (in module maxframe.dataframe), [1] seed() (in module maxframe.tensor.random) select_dtypes() (maxframe.dataframe.DataFrame method) sem() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) Series (class in maxframe.dataframe) set_axis() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) set_index() (maxframe.dataframe.DataFrame method) set_names() (maxframe.dataframe.Index method) setdiff1d() (in module maxframe.tensor) shape (maxframe.dataframe.DataFrame property) (maxframe.dataframe.Series property) shape() (in module maxframe.tensor) sharex (in module maxframe.dataframe), [1] sharey (in module maxframe.dataframe), [1] shift() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) sign() (in module maxframe.tensor) signbit() (in module maxframe.tensor) sin() (in module maxframe.tensor) sinc() (in module maxframe.tensor) sinh() (in module maxframe.tensor) size (maxframe.dataframe.Index property) size() (maxframe.dataframe.groupby.GroupBy method) slice() (maxframe.dataframe.Series.str method) softmax() (in module maxframe.tensor.special) softplus() (in module maxframe.tensor.special) solve() (in module maxframe.tensor.linalg) solve_triangular() (in module maxframe.tensor.linalg) sort() (in module maxframe.tensor) sort_index() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) sort_values() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) spacing() (in module maxframe.tensor) sparse_input_ (maxframe.learn.preprocessing.LabelBinarizer attribute) split() (in module maxframe.tensor) sqrt() (in module maxframe.tensor) square() (in module maxframe.tensor) squeeze() (in module maxframe.tensor) stack() (maxframe.dataframe.DataFrame method) stacked (in module maxframe.dataframe), [1] standard_cauchy() (in module maxframe.tensor.random) standard_exponential() (in module maxframe.tensor.random) standard_gamma() (in module maxframe.tensor.random) standard_normal() (in module maxframe.tensor.random) standard_t() (in module maxframe.tensor.random) StandardScaler (class in maxframe.learn.preprocessing) startswith() (maxframe.dataframe.Series.str method) std() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) str() (maxframe.dataframe.Series method) strftime() (maxframe.dataframe.Series.dt method) strip() (maxframe.dataframe.Series.str method) style (in module maxframe.dataframe), [1] sub() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) subplots (in module maxframe.dataframe), [1] subtract() (in module maxframe.tensor) sum() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) svd() (in module maxframe.tensor.linalg) swapaxes() (in module maxframe.tensor) swapcase() (maxframe.dataframe.Series.str method) swaplevel() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) T T (maxframe.dataframe.Series property) (maxframe.tensor.core.Tensor property) table (in module maxframe.dataframe), [1] tail() (maxframe.dataframe.DataFrame method) take() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) tan() (in module maxframe.tensor) tanh() (in module maxframe.tensor) tensor() (in module maxframe.tensor) tensordot() (in module maxframe.tensor) tile() (in module maxframe.tensor) time (maxframe.dataframe.Series.dt attribute) timetz (maxframe.dataframe.Series.dt attribute) title (in module maxframe.dataframe), [1] title() (maxframe.dataframe.Series.str method) to_clipboard() (maxframe.dataframe.DataFrame method) to_csv() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) to_datetime() (in module maxframe.dataframe) to_dict() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) to_frame() (maxframe.dataframe.Index method) (maxframe.dataframe.Series method) to_json() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) to_lance() (maxframe.dataframe.DataFrame method) to_list() (maxframe.dataframe.Series method) to_numeric() (in module maxframe.dataframe) to_odps_table() (maxframe.dataframe.DataFrame method) to_pandas() (maxframe.dataframe.DataFrame method) to_parquet() (maxframe.dataframe.DataFrame method) to_period() (maxframe.dataframe.Series.dt method) to_pydatetime() (maxframe.dataframe.Series.dt method) to_series() (maxframe.dataframe.Index method) train() (in module maxframe.learn.contrib.lightgbm) (in module maxframe.learn.contrib.xgboost) train_test_split() (in module maxframe.learn.model_selection) transform() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) translate() (in module maxframe.learn.contrib.llm.text) (maxframe.dataframe.Series.str method) transpose() (in module maxframe.tensor) trapezoid() (in module maxframe.tensor) triangular() (in module maxframe.tensor.random) tril() (in module maxframe.tensor) triu() (in module maxframe.tensor) true_divide() (in module maxframe.tensor) truediv() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) trunc() (in module maxframe.tensor) truncate() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) tshift() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) tz_convert() (maxframe.dataframe.Series.dt method) tz_localize() (maxframe.dataframe.Series.dt method) U uniform() (in module maxframe.tensor.random) unique() (in module maxframe.tensor) (maxframe.dataframe.Series method) unravel_index() (in module maxframe.tensor) unstack() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) update() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) upper() (maxframe.dataframe.Series.str method) use_index (in module maxframe.dataframe), [1] V value_counts() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) var() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.groupby.GroupBy method) (maxframe.dataframe.Series method) var_ (maxframe.learn.preprocessing.StandardScaler attribute) vdot() (in module maxframe.tensor) vector_norm() (in module maxframe.tensor.linalg) vonmises() (in module maxframe.tensor.random) vsplit() (in module maxframe.tensor) vstack() (in module maxframe.tensor) W wald() (in module maxframe.tensor.random) week (maxframe.dataframe.Series.dt attribute) weekday (maxframe.dataframe.Series.dt attribute) weekofyear (maxframe.dataframe.Series.dt attribute) weibull() (in module maxframe.tensor.random) where() (in module maxframe.tensor) (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) wofz() (in module maxframe.tensor.special) X x (maxframe.dataframe.DataFrame attribute) (maxframe.dataframe.Series attribute) xerr (in module maxframe.dataframe), [1] XGBClassifier() (in module maxframe.learn.contrib.xgboost) XGBRegressor() (in module maxframe.learn.contrib.xgboost) xlabel (in module maxframe.dataframe), [1] xlim (in module maxframe.dataframe), [1] xlogy() (in module maxframe.tensor.special) xs() (maxframe.dataframe.DataFrame method) (maxframe.dataframe.Series method) xticks (in module maxframe.dataframe), [1] Y y (in module maxframe.dataframe), [1] y_type_ (maxframe.learn.preprocessing.LabelBinarizer attribute) year (maxframe.dataframe.Series.dt attribute) yerr (in module maxframe.dataframe), [1] ylabel (in module maxframe.dataframe), [1] ylim (in module maxframe.dataframe), [1] yn() (in module maxframe.tensor.special) yticks (in module maxframe.dataframe), [1] yv() (in module maxframe.tensor.special) yve() (in module maxframe.tensor.special) Z zeros() (in module maxframe.tensor) zfill() (maxframe.dataframe.Series.str method) zipf() (in module maxframe.tensor.random)