Name		Name	Last commit message	Last commit date
Latest commit History 104 Commits
.ipynb_checkpoints		.ipynb_checkpoints
ComputerVision		ComputerVision
Data		Data
EVI		EVI
ML_ANN		ML_ANN
MLflow		MLflow
NLP		NLP
OCR		OCR
RAG		RAG
Resume		Resume
Time_Series_Data_Analysis		Time_Series_Data_Analysis
catboost_info		catboost_info
mlruns/0		mlruns/0
tfx		tfx
.gitignore		.gitignore
.log		.log
01_Exploratory_Data_Analysis_(EDA).ipynb		01_Exploratory_Data_Analysis_(EDA).ipynb
02_Data_Pre-preprocessing.ipynb		02_Data_Pre-preprocessing.ipynb
03_Loan_Defaulter_Detection.ipynb		03_Loan_Defaulter_Detection.ipynb
04_Credit_Card_Fraud_Detection.ipynb		04_Credit_Card_Fraud_Detection.ipynb
05_House_Price_Prediction_A.ipynb		05_House_Price_Prediction_A.ipynb
05_House_Price_Prediction_B.ipynb		05_House_Price_Prediction_B.ipynb
06_Customer_Segmentation.ipynb		06_Customer_Segmentation.ipynb
07_MLP_Loan_Defaulter_Detection.ipynb		07_MLP_Loan_Defaulter_Detection.ipynb
1_Otto_Group_Product_Classification_Model_Selection_82.74.ipynb		1_Otto_Group_Product_Classification_Model_Selection_82.74.ipynb
2_Otto_Group_Product_Classification_Scaling_Transforming_82.9.ipynb		2_Otto_Group_Product_Classification_Scaling_Transforming_82.9.ipynb
3_Otto_Group_Product_Classification_Scaling_Transforming_RFE_82.7.ipynb		3_Otto_Group_Product_Classification_Scaling_Transforming_RFE_82.7.ipynb
4_Otto_Group_Product_Classification_Scaling_Transforming_PCA.ipynb		4_Otto_Group_Product_Classification_Scaling_Transforming_PCA.ipynb
5_Otto_Group_Product_Classification_Scaling_Transforming_SVD.ipynb		5_Otto_Group_Product_Classification_Scaling_Transforming_SVD.ipynb
6_Otto_Group_Product_Classification_Scaling_Transforming_LDA.ipynb		6_Otto_Group_Product_Classification_Scaling_Transforming_LDA.ipynb
7_Otto_Group_Product_Classification_Scaling_Transforming_ANOVA_82.95.ipynb		7_Otto_Group_Product_Classification_Scaling_Transforming_ANOVA_82.95.ipynb
8_Otto_Group_Product_Classification_Scaling_Transforming_Mutual_Info.ipynb		8_Otto_Group_Product_Classification_Scaling_Transforming_Mutual_Info.ipynb
9_Otto_Group_Product_Classification_Scaling_Transforming_Model_Based_Feature.ipynb		9_Otto_Group_Product_Classification_Scaling_Transforming_Model_Based_Feature.ipynb
Auto_Keras.ipynb		Auto_Keras.ipynb
Convert scikit-learn model into ONNX.ipynb		Convert scikit-learn model into ONNX.ipynb
Data_Preprocessing_Classification.ipynb		Data_Preprocessing_Classification.ipynb
Employee_Attrition_pandas_profiling.html		Employee_Attrition_pandas_profiling.html
Exploratory_Data_Analysis_(EDA)_Classification.ipynb		Exploratory_Data_Analysis_(EDA)_Classification.ipynb
Final_Model_with_Hyperparameter_Optimization_Classification.ipynb		Final_Model_with_Hyperparameter_Optimization_Classification.ipynb
Loan Defaulter Detection.ipynb		Loan Defaulter Detection.ipynb
ML.Net_Credit_Card_Fraud_Detection.ipynb		ML.Net_Credit_Card_Fraud_Detection.ipynb
ML.Net_Credit_Card_Fraud_Detection_with_AutoML.ipynb		ML.Net_Credit_Card_Fraud_Detection_with_AutoML.ipynb
Otto_Group_Product_Classification.ipynb		Otto_Group_Product_Classification.ipynb
Otto_Group_Product_Classification_with_Stacking.ipynb		Otto_Group_Product_Classification_with_Stacking.ipynb
Otto_Group_Product_PyCaret_Classification.ipynb		Otto_Group_Product_PyCaret_Classification.ipynb
README.md		README.md
S1.1.png		S1.1.png
S1.2.png		S1.2.png
S1.3.png		S1.3.png
S1.LinearRegressionFromScratchUsingStatistics.ipynb		S1.LinearRegressionFromScratchUsingStatistics.ipynb
S2.1.png		S2.1.png
S2.2.png		S2.2.png
S2.3.png		S2.3.png
S2.LinearRegressionFromScratchUsingSGD.ipynb		S2.LinearRegressionFromScratchUsingSGD.ipynb
S3.1.png		S3.1.png
S3.2.png		S3.2.png
S3.3.png		S3.3.png
S3.LogisticRegressionFromScratch.ipynb		S3.LogisticRegressionFromScratch.ipynb
S4.1.png		S4.1.png
S4.2.png		S4.2.png
S4.3.png		S4.3.png
S4.PerceptronFromScratch.ipynb		S4.PerceptronFromScratch.ipynb
S5.KNN_from_Scratch.ipynb		S5.KNN_from_Scratch.ipynb
S6.1.png		S6.1.png
S6.2.png		S6.2.png
S6.3.png		S6.3.png
S6.4.png		S6.4.png
S6.5.png		S6.5.png
S6.GaussianNaiveBayes_from_Scratch.ipynb		S6.GaussianNaiveBayes_from_Scratch.ipynb
Spot_Check_Classification_Algorithms.ipynb		Spot_Check_Classification_Algorithms.ipynb
Spot_Check_Classification_with_AutoML.ipynb		Spot_Check_Classification_with_AutoML.ipynb
Voting, Stacking, and Super Learner.ipynb		Voting, Stacking, and Super Learner.ipynb
breast_cancer_classification.ipynb		breast_cancer_classification.ipynb
fifa_pandas_profiling.html		fifa_pandas_profiling.html
finalized_higgs_boson_model_1.0.sav		finalized_higgs_boson_model_1.0.sav
heart_disease_detection_finalized_model.sav		heart_disease_detection_finalized_model.sav
heart_disease_pandas_profiling.html		heart_disease_pandas_profiling.html
heart_disease_sv_profiling.html		heart_disease_sv_profiling.html
higgs_boson_classification_100.ipynb		higgs_boson_classification_100.ipynb
lending_club_loan_profiling.html		lending_club_loan_profiling.html
lending_club_loan_profiling_sv.html		lending_club_loan_profiling_sv.html
lending_club_loan_sv_profiling.html		lending_club_loan_sv_profiling.html
loan_defaulter_pandas_profiling.html		loan_defaulter_pandas_profiling.html
loan_defaulter_sv_profiling.html		loan_defaulter_sv_profiling.html
logreg_iris.onnx		logreg_iris.onnx
logs.log		logs.log
otto_Group_LGB.pkl		otto_Group_LGB.pkl
pandas-profiling.ipynb		pandas-profiling.ipynb
plot_abegin_convert_pipeline.ipynb		plot_abegin_convert_pipeline.ipynb
plot_gexternal_lightgbm.ipynb		plot_gexternal_lightgbm.ipynb
plot_gexternal_xgboost.ipynb		plot_gexternal_xgboost.ipynb
rf_iris.onnx		rf_iris.onnx
tpot_Otto_best_model.py		tpot_Otto_best_model.py
weights.best.hdf5		weights.best.hdf5

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