machine-learning Examples and Free Source Code

Understanding sklearn's KNNImputer...

python machine-learning scikit-learn data-science imputation

sklearn StandardScaler, doesn't allow direct transform, we need to fit_transform...

python-3.x machine-learning scikit-learn data-science

KerasRegressor Coefficient of Determination R^2 Score...

python tensorflow machine-learning keras scikit-learn

What is the proper way to deal with dimensionality in Conv1D Layers in tensorflow/keras?...

python tensorflow machine-learning keras conv-neural-network

GridSearchCV not choosing the best hyperparameters for xgboost...

python machine-learning scikit-learn xgboost

SHAP values for linear model different from those calculated manually...

python machine-learning shap xai

Dependency management and execution environment in apache flink...

machine-learning apache-flink streaming dependency-management pyflink

'keras.api._v2.keras' has no attribute 'mnist'...

python tensorflow machine-learning keras

No module named 'tensorflow.keras.layers.experimental.preprocessing'...

tensorflow machine-learning keras deep-learning neural-network

How can I classify data with the nearest-neighbor algorithm using Python?...

python machine-learning

Hidden Markov Model in hmmlearn Not Converging...

python machine-learning hmmlearn

Leave one out encoding on test set with transform...

python machine-learning scikit-learn encoding

PyTorch path generation with RNN - confusion with input, output, hidden and batch sizes...

python machine-learning pytorch lstm recurrent-neural-network

Why my RNN does not converge to a simple task?...

python machine-learning deep-learning pytorch recurrent-neural-network

Getting counts in MultiLabelBinarizer...

python-3.x machine-learning scikit-learn data-manipulation

How to add InstanceNormalization on Tensorflow/keras...

tensorflow machine-learning keras deep-learning normalization

How to get bounding box labels and it's format in Yolo 3D...

python machine-learning yolo bounding-box yolov5

scikit-learn clustering: predict(X) vs. fit_predict(X)...

python-3.x machine-learning scikit-learn

Cross-Validation Function returns "Unknown label type: (array([0.0, 1.0], dtype=object),)"...

python machine-learning cross-validation sklearn-pandas

machine learning python app in docker with anaconda for k8s...

python docker machine-learning kubernetes

How to get multimodal embeddings from CLIP model?...

machine-learning conv-neural-network openai-api large-language-model word-embedding

KNNImputer drops columns despite of numeric datatypes and right shape...

pandas machine-learning scikit-learn imputation

Getting Error 524 while running jupyter lab in google cloud platform...

machine-learning google-cloud-platform jupyter-notebook data-science jupyter-lab

SKlearn classifier's predict_proba doesn't sum to 1...

python machine-learning scikit-learn

LR not decaying for pytorch AdamW even after hundreds of epochs...

python machine-learning deep-learning pytorch

How to normalize a confusion matrix?...

python machine-learning scikit-learn normalization confusion-matrix

How to See Evaluation Metrics in YOLOv6?...

machine-learning deep-learning visualization yolo

AttributeError: module '_Box2D' has no attribute 'RAND_LIMIT_swigconstant'...

python machine-learning box2d reinforcement-learning

Get values of 'model.fit' keras API parameters...

python machine-learning keras deep-learning

Taking derivatives with multiple inputs in JAX...

python machine-learning deep-learning jax automatic-differentiation