I’m trying to make an array of one-hot vector of integers into an array of one-hot vector that keras will be able to use to fit my model. Here’s the relevant part of the code:
Y_train = np.hstack(np.asarray(dataframe.output_vector)).reshape(len(dataframe),len(output_cols)) dummy_y = np_utils.to_categorical(Y_train)
Below is an image showing what Y_train
and dummy_y
actually are.
I couldn’t find any documentation for to_categorical
that could help me.
Thanks in advance.
Related Posts:
- ImportError: No module named ‘tensorflow.python’
- How to fix ‘Object arrays cannot be loaded when allow_pickle=False’ for imdb.load_data() function?
- Keras, how do I predict after I trained a model?
- Can I run Keras model on gpu?
- What is the difference between sparse_categorical_crossentropy and categorical_crossentropy?
- Where do I call the BatchNormalization function in Keras?
- LSTM Keras input shape confusion
- TensorFlow: Blas GEMM launch failed
- AttributeError: ‘Tensor’ object has no attribute ‘_keras_history’
- Get Confusion Matrix From a Keras Multiclass Model
- How to fix “AttributeError: module ‘tensorflow’ has no attribute ‘get_default_graph'”?
- ImportError: cannot import name np_utils
- getting ValueError : “Can only tuple-index with a MultiIndex “
- NaN loss when training regression network
- Tensorflow 2.0 – AttributeError: module ‘tensorflow’ has no attribute ‘Session’
- When should I use uuid.uuid1() vs. uuid.uuid4() in python?
- ImportError: No module named tensorflow
- Best way to convert string to bytes in Python 3?
- How do you change the size of figures drawn with Matplotlib?
- PermissionError: [Errno 13] Permission denied
- How to find if directory exists in Python
- What is setup.py?
- JSONDecodeError: Expecting value: line 1 column 1 (char 0)
- Cannot find module cv2 when using OpenCV
- What is the purpose and use of **kwargs? [duplicate]
- if else in a list comprehension
- What does “\r” do in the following script?
- Convert list to tuple in Python
- Python: TypeError: object of type ‘NoneType’ has no len()
- anaconda – path environment variable in windows
- Pandas: ValueError: cannot convert float NaN to integer
- How to find all occurrences of an element in a list
- pygame.error: video system not initialized
- TypeError: ‘numpy.float64’ object is not callable
- ValueError: Length of values does not match length of index | Pandas DataFrame.unique()
- ‘str’ object has no attribute ‘decode’. Python 3 error?
- How to find all the indexes of a recurring item in a list?
- Is there a way to delete created variables, functions, etc from the memory of the interpreter?
- Code for Greatest Common Divisor in Python
- ‘DataFrame’ object has no attribute ‘sort’
- How to check Django version
- How to change the font size on a matplotlib plot
- How can I create a dropdown menu from a List in Tkinter?
- How to find all occurrences of a substring?
- Purpose of `numpy.log1p( )`?
- How do I change the figure size for a seaborn plot?
- How to use pyinstaller?
- Contains of HashSet
in Python - How to take column-slices of dataframe in pandas
- Python: Get the first character of the first string in a list?
- How to convert string to binary?
- Python error load JSON code of google API
- How do I find the duplicates in a list and create another list with them?
- ‘Pip’ is Not Recognized as an Internal or External Command windows 10 CMD
- Failed to load the native TensorFlow runtime – TensorFlow 2.1
- Using headers with the Python requests library’s get method
- Importing variables from another file?
- Difference between BeautifulSoup and Scrapy crawler?
- Displaying better error message than “No JSON object could be decoded”
- Running Bash commands in Python
- Effect of using sys.path.insert(0, path) and sys.path(append) when loading modules
- “ImportError: No module named site” on Windows
- How do you read a file into a list in Python?
- How to find elements by class
- SSL error : routines:SSL3_GET_SERVER_CERTIFICATE:certificate verify failed
- What is the best way to call a script from another script?
- Python was not found; run without arguments to install from the Microsoft Store, or disable this shortcut from Settings
- Python map object is not subscriptable
- Why does pycharm propose to change method to static
- Get a random sample with replacement
- Can’t update to numpy 1.13 with anaconda?
- Is there any simple way to benchmark Python script?
- Purpose of python antigravity module
- Error: “dictionary update sequence element #0 has length 1; 2 is required” on Django 1.4
- What is the Python equivalent of Matlab’s tic and toc functions?
- In Flask, what is “request.args” and how is it used?
- Conda command is not recognized on Windows 10
- pyserial, ImportError: No module named serial
- TypeError: only integer arrays with one element can be converted to an index 3
- In Flask, what is “request.args” and how is it used?
- How do I determine the size of an object in Python?
- Python function pointer
- How can I change the font size using seaborn FacetGrid?
- Is there any numpy group by function?
- Python way to clone a git repository
- List append() in for loop
- How to save an image locally using Python whose URL address I already know?
- How to throw error and exit with a custom message in python
- How is Python’s List Implemented?
- ImportError: No module named IPython
- How to find length of digits in an integer?
- What exactly do “u” and “r” string flags do, and what are raw string literals?
- “E: Unable to locate package python3-pip”
- Eclipse, PyDev “Project interpreter not specified”
- How to exit an if clause
- Python a &= b meaning?
- Shuffle an array with python, randomize array item order with python
- No handlers could be found for logger
- TypeError: ‘NoneType’ object has no attribute ‘__getitem__’
- File “/usr/bin/pip”, line 9, in
from pip import main ImportError: cannot import name main