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Showing posts with the label Machine Learning

Recurrent Machine Learning Etl Using Luigi

Today, running the machine learning job I've written is done by hand. I download the needed inp… Read more Recurrent Machine Learning Etl Using Luigi

Memoryerror In Python But Not Ipython

Generally-can you think of any reason why this would happen (i.e. a MemoryError in Python but not i… Read more Memoryerror In Python But Not Ipython

Keras Input Shape Throws Value Error Expected 4d But Got An Array With Shape (60000, 28,28)

(x_train, y_train), (x_test, y_test) = tf.keras.datasets.fashion_mnist.load_data() x_train = x_trai… Read more Keras Input Shape Throws Value Error Expected 4d But Got An Array With Shape (60000, 28,28)

No Module Named Naivebayes

The code we are implementing is from NaiveBayes import Pool import os DClasses = ['python… Read more No Module Named Naivebayes

Unable To Load Model Weights While Predicting (using Pytorch)

I have trained a Mask RCNN network using PyTorch and am trying to use the obtained weights to predi… Read more Unable To Load Model Weights While Predicting (using Pytorch)

How To Get A Classifier's Confidence Score For A Prediction In Sklearn?

I would like to get a confidence score of each of the predictions that it makes, showing on how sur… Read more How To Get A Classifier's Confidence Score For A Prediction In Sklearn?

Hyperparameter In Voting Classifier

So, I have a classifier which looks like clf = VotingClassifier(estimators=[ ('nn'… Read more Hyperparameter In Voting Classifier

Keras Reports Typeerror: Unsupported Operand Type(s) For +: 'nonetype' And 'int'

I'm a beginner in Keras and just write a toy example. It reports a TypeError. The code and erro… Read more Keras Reports Typeerror: Unsupported Operand Type(s) For +: 'nonetype' And 'int'

Error: Create Version Failed. Bad Model Detected With Error: "failed To Load Model: Could Not Load The Model

clf = svm.SVC() # Giving test data as input clf.fit(X_train, y_train) joblib.dump(clf, 'model.j… Read more Error: Create Version Failed. Bad Model Detected With Error: "failed To Load Model: Could Not Load The Model

Confusion Matrix And Classification Report Of Stratifiedkfold

I am using StratifiedKFold to checking the performance of my classifier. I have two classes and I t… Read more Confusion Matrix And Classification Report Of Stratifiedkfold

Any Naive Bayesian Classifier In Python?

I have tried the Orange Framework for Naive Bayesian classification. The methods are extremely uni… Read more Any Naive Bayesian Classifier In Python?

Can I Export Rapidminer Model To Integrate With Python?

I have trained a classifier model using RapidMiner after a trying a lot of algorithms and evaluate … Read more Can I Export Rapidminer Model To Integrate With Python?

Pytorch Nn Module Generalization

Let us take a look at the simple class: class Temp1(nn.Module): def __init__(self, stateSize, … Read more Pytorch Nn Module Generalization

Leave-one-out Cross-validation

I am trying to evaluate a multivariable dataset by leave-one-out cross-validation and then remove t… Read more Leave-one-out Cross-validation

Using A Support Vector Classifier With Polynomial Kernel In Scikit-learn

I'm experimenting with different classifiers implemented in the scikit-learn package, to do som… Read more Using A Support Vector Classifier With Polynomial Kernel In Scikit-learn

Big Loss And Low Accuracy On Training Data In Both Bert And Albert

I am using huggingface TFBertModel to do a classification task (from here: ), I am using the bare T… Read more Big Loss And Low Accuracy On Training Data In Both Bert And Albert

Valueerror: No Gradients Provided For Any Variable - Tensorflow 2.0/keras

I am trying to implement a simple sequence-to-sequence model using Keras. However, I keep seeing th… Read more Valueerror: No Gradients Provided For Any Variable - Tensorflow 2.0/keras

Gaussian Process Regression: Standard Deviation Meaning

In the following code about the Gaussian Process Regression (GPR): from sklearn.datasets import mak… Read more Gaussian Process Regression: Standard Deviation Meaning

Combinations Of Dataframes From List

I have this: dfs_in_list = [df1, df2, df3, df4, df5] I want to concatenate all combinations of them… Read more Combinations Of Dataframes From List

How Should I Interpret The Output Of The Sparse_categorical_crossentropy Function?

As an input a have a float 1.0 or 0.0. When I try to predict with my model and the sparse_categoric… Read more How Should I Interpret The Output Of The Sparse_categorical_crossentropy Function?