Does converting a seq2seq NLP model to the ONNX format negatively affect its performance?

I was looking at potentially converting an ml NLP model to the ONNX format in order to take advantage of its speed increase (ONNX Runtime). However, I don’t really understand what is fundamentally …

How does this iterative loop fit the model? ( Machine Learning)

I’m confused as to what for m in range(1, len(X_train)): is doing in the line model.fit(X_train[:m], y_train[:m]) y_train_predict = model.predict(X_train[:m]) . So I think that m is going to loop …

Python Numpy: int arrays can be converted to a scalar index

Please help me to get out of this error, maybe, it’s duplicate but I could not set it for my code. import pandas as pd from sklearn.model_selection import KFold df = pd.read_csv(‘DATA.txt’,delimiter=’…

Keras model.evaluate accuracy stuck at 50 percent while using ImageDataGenerator

I am trying to find the accuracy of my saved Keras model using model.evaluate. I have loaded in my model using this: model = keras.models.load_model(“../input/modelpred/…

Variability/randomness of Support Vector Machine model scores in Python’s scikitlearn

I am testing several ML classification models, in this case Support Vector Machines. I have basic knowledge about the SVM algorithm and how it works. I am using the built-in breast cancer dataset from …

How to add code lines when calling a function depending on an iterator on Python

I am trying to test many ML models using keras.models.Sequential. My idea is that once I have an iterator that looks like [num_layers, num_units_per_layers], for example [(1, 64),(2, (64,128))], to …

InvalidArgumentError: StringToNumberOp could not correctly convert string

I am trying to extract the labels from a file path of the form: ‘/content/UTKFace/26_0_3_20170119181310597.jpg.chip.jpg’ The labels are 26, 0 and 3 in the file name first I create a list dataset: …

Scikit-learn: Confused between coefficient of X0 and intercept

I have an extra column in my train/test set for feature/X which is just 1, this is supposed to be the coefficient for Xo, which is never in the dataset. It is mentioned to be θo in the equation; $$Y=…

How to solve “ValueError: y should be a 1d array, got an array of shape (73584, 15) instead.”

I am new to python and machine learning. I want to fit SVM to the training sets. from sklearn.model_selection import train_test_split x_train, x_test, y_train, y_test=train_test_split(x, y, test_size=…

ValueError when using vae.fit in Keras

I am creating a vae model over the mnist dataset with hopes of plotting the loss function against the epochs. However I am experiencing some issues and was unable to find a solution online. During my …