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maykulkarni / Machine-Learning-Notebooks

Star 273

Machine Learning notebooks for refreshing concepts.

python machine-learning natural-language-processing reinforcement-learning deep-learning machine-learning-algorithms neural-networks deep-learning-algorithms dimensionality-reduction python-machine-learning data-processing regression-models deep-learning-tutorial data-science-notebook model-evaluation classification-trees clustering-methods machine-learning-tutorials
  • Updated Aug 24, 2021
  • Jupyter Notebook
fairmodels

ModelOriented / fairmodels

Star 64
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Fairmodels produce issue for output variable as protected variable.

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Nehagupta90
Nehagupta90 commented Jan 24, 2022

Good day everyone

I am using the output variable of my data (isKilled= yes/no) as a protected variable and “yes” as a priviliged value. But every time I run the code, I just get a few metrics calculated and get the output as shown at the end.

Metric calculation : 2/12 metrics calculated for all models ( 10 NA created )

I used the following code, so could you please suggest where is the

Read more
minor bug 😞 good first issue

PacktWorkshops / The-Deep-Learning-with-Keras-Workshop

Star 37

An Interactive Approach to Understanding Deep Learning with Keras

machine-learning tensorflow scikit-learn keras cross-validation regression classification artificial-neural-networks logistic-regression regularization support-vector-machine vectors decision-trees hyperparameter-tuning model-evaluation magnetic-resonance-imaging k-means-clustering model-tuning scalars linear-transformation
  • Updated Mar 12, 2022
  • Jupyter Notebook

IliaZenkov / sklearn-audio-classification

Star 28

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

audio machine-learning deep-neural-networks scikit-learn sklearn emotion classification audio-data feature-engineering deep-learning-tutorial model-evaluation emotion-detection emotion-recognition machine-learning-tutorials mlp-model ravdess-dataset dnns
  • Updated Nov 5, 2020
  • Jupyter Notebook

metno / pyaerocom

Star 11

mansipatel2508 / Image-Forgery-Detection-CNN-vs-Transfer-Learning-Comparison

Star 8

The binary classification problem focused on first IEEE Image forensics challenge-phase 1, to predict the given image is pristine or manipulated/edited/fake. Comparing CNN & Transfer Learning models for the problem and boosting the performance by feature extraction

ai kernel robotics image-processing data-visualization feature-extraction pickle pylab opencv-python cnn-keras binary-classification model-evaluation binary-image image-preprocessing image-handle imread image-classfication computer-vision-opencv image-data-generator
  • Updated Aug 10, 2019
  • Jupyter Notebook

sushantdhumak / Fashion-Clothing-Classification

Star 5

Kaggle Machine Learning Competition Project : In this project, we will create a classifier to classify fashion clothing into 10 categories learned from Fashion MNIST dataset of Zalando's article images

keras splitting dropout classification keras-classification-models maxpooling keras-neural-networks model-evaluation classification-report adam-optimizer categorical-cross-entropy conv2d subplots reshaping
  • Updated Nov 21, 2019
  • Jupyter Notebook

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