Pinned Repositories
adaptive_soft_sensors
Adaptive Soft Sensors
dcekit
DCEKit (Data Chemical Engineering toolKit)
design_of_experiments
fastoptsvrhyperparams
Fast optimization of SVR hyperparameters with Gaussian kernel
gtm-generativetopographicmapping
GTM (Generative Topographic Mapping)
kennardstonealgorithm
Sample selection using Kennard-Stone algorighm
lwpls
Locally-Weighted Partial Least Squares (LWPLS)
python_data_analysis_ohmsha
「化学のためのPythonによるデータ解析・機械学習入門」サンプルプログラム
python_doe_kspub
Pythonで学ぶ実験計画法入門 ベイズ最適化によるデータ解析
structure_generator_based_on_r_group
Structure Generator based on R-Group (SGRG)
hkaneko1985's Repositories
hkaneko1985/python_doe_kspub
Pythonで学ぶ実験計画法入門 ベイズ最適化によるデータ解析
hkaneko1985/dcekit
DCEKit (Data Chemical Engineering toolKit)
hkaneko1985/python_data_analysis_ohmsha
「化学のためのPythonによるデータ解析・機械学習入門」サンプルプログラム
hkaneko1985/design_of_experiments
hkaneko1985/lwpls
Locally-Weighted Partial Least Squares (LWPLS)
hkaneko1985/adaptive_soft_sensors
Adaptive Soft Sensors
hkaneko1985/gtm-generativetopographicmapping
GTM (Generative Topographic Mapping)
hkaneko1985/kennardstonealgorithm
Sample selection using Kennard-Stone algorighm
hkaneko1985/structure_generator_based_on_r_group
Structure Generator based on R-Group (SGRG)
hkaneko1985/fastoptsvrhyperparams
Fast optimization of SVR hyperparameters with Gaussian kernel
hkaneko1985/gapls_gasvr
Demonstration of Genetic Algorithm-based Partial Least Squares (GAPLS) and Genetic Algorithm-based Support Vector Regression (GASVR)
hkaneko1985/sgmm
Supervised Gaussian Mixture Models
hkaneko1985/python_chem_chem_eng
Python で気軽に化学・化学工学
hkaneko1985/semi_supervised_learning
Semi-Supervised Learning considering Applicability Domain (AD)
hkaneko1985/gawls_gavds
hkaneko1985/k3nerror
hkaneko1985/variable_selection_and_clustering_based_on_r
Variable selection and clustering based on correlation coefficients
hkaneko1985/maecce
Chance Correlation-Excluded MAE
hkaneko1985/python_intermediate_asakura
hkaneko1985/transfer_learning
Transfer Learning
hkaneko1985/y_randomization
hkaneko1985/copolymer
hkaneko1985/ensemble_outlier_sample_detection
Ensemble Outlier Sample Detection
hkaneko1985/gradient_boosting
Demonstration of Gradient Boosting (GBDT, XGBoost and LightGBM)
hkaneko1985/r2lm
r2 based on the latest measured y-values (r2LM)
hkaneko1985/midknn
Midpoints between k-nearest-neighbor data points of a training dataset (midknn) as a validation dataset in regression
hkaneko1985/test
hkaneko1985/tsne
hkaneko1985/variable_selection_management
hkaneko1985/wel
wRMSD-based AD considering ensemble learning (WEL)