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confusion-matrix

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pycm

sepandhaghighi / pycm

Multi-class confusion matrix library in Python

data-science data machine-learning data-mining statistics ai deep-learning neural-network matrix evaluation mathematics ml artificial-intelligence statistical-analysis classification accuracy data-analysis deeplearning confusion-matrix multiclass-classification

Updated Oct 15, 2025
Python

wcipriano / pretty-print-confusion-matrix

Confusion Matrix in Python: plot a pretty confusion matrix (like Matlab) in python using seaborn and matplotlib

python machine-learning neural-network machine-learning-algorithms machine-learning-library confusion-matrix

Updated Apr 14, 2025
Python

apple / ml-hierarchical-confusion-matrix

Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)

machine-learning data-visualization confusion-matrix visual-analytics

Updated Oct 1, 2025
TypeScript

squaredev-io / whitebox

[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes

python kubernetes machine-learning monitoring accuracy recall k8s confusion-matrix observability f1-score explainable-ai xai accuracy-score mlops mlflow accuracy-metrics explainability model-monitoring ml-monitoring modelops

Updated Jul 11, 2023
Python

cheind / tf-matplotlib

Seamlessly integrate matplotlib figures as tensorflow summaries.

tensorflow tensorboard matplotlib confusion-matrix blittable

Updated Dec 17, 2018
Python

deadskull7 / Pneumonia-Diagnosis-using-XRays-96-percent-Recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagg...

kaggle healthcare confusion-matrix transfer-learning inceptionv3 xray f1-score precision-recall lungs pneumonia-diagnosis

Updated Apr 22, 2023
Jupyter Notebook

metriculous-ml / metriculous

Measure and visualize machine learning model performance without the usual boilerplate.

python data-science machine-learning statistics deep-learning regression model-selection classification visual-analysis confusion-matrix roc-curve model-evaluation precision-recall-curve model-comparsion residual-plot

Updated Sep 13, 2024
Python

kaanakan / object_detection_confusion_matrix

Python class for calculating confusion matrix for object detection task

deep-learning object-detection confusion-matrix object-detection-metrics

Updated Apr 21, 2022
Python

sharmaroshan / Fraud-Detection-in-Online-Transactions

Detecting Frauds in Online Transactions using Anamoly Detection Techniques Such as Over Sampling and Under-Sampling as the ratio of Frauds is less than 0.00005 thus, simply applying Classification Algorithm may result in Overfitting

finance machine-learning query deep-learning data-visualization data-analytics classification data-analysis sampling confusion-matrix large-dataset classification-report anamoly-detection auprc under-sampling over-sampling

Updated May 23, 2019
Jupyter Notebook

deadskull7 / One-Stop-for-COVID-19-Infection-and-Lung-Segmentation-plus-Classification

✋🏼🛑 This one stop project is a complete COVID-19 detection package comprising of 3 tasks: • Task 1 --> COVID-19 Classification • Task 2 --> COVID-19 Infection Segmentation • Task 3 --> Lung Segmentation

dice machine-learning deep-neural-networks computer-vision cross-validation image-processing threshold healthcare classification recall segmentation convolutional-neural-networks confusion-matrix iou image-enhancement unet-image-segmentation cyclical-learning-rates auc-roc-curve coronavirus covid-19

Updated Sep 1, 2021
Jupyter Notebook

aditya9211 / SVHN-CNN

Google Street View House Number(SVHN) Dataset, and classifying them through CNN

machine-learning computer-vision cnn dropout mnist svhn convolutional-neural-networks confusion-matrix google-street convolutional-neural-network tensorboard-visualizations tesnorflow svhn-classifier grayscale-images house-numbers adam-optimizer mini-batch-gradient-descent one-hot-encode

Updated Mar 4, 2018
Jupyter Notebook

snatch59 / cnn-svm-classifier

Using Tensorflow and a Support Vector Machine to Create an Image Classifications Engine

random-forest tensorflow support-vector-machine confusion-matrix t-sne multi-layer-perceptron classify-images quadratic-discriminant-analysis linear-discriminant-analysis k-nearest-neighbors extra-trees-classifier

Updated Dec 9, 2018
Python

PENGZhaoqing / kdd99-scikit

Solutions to kdd99 dataset with Decision tree and Neural network by scikit-learn

scikit-learn intrusion-detection mlp confusion-matrix decision-tree kdd99

Updated Apr 1, 2017
Python

arvkevi / disarray

Confusion matrix metrics directly from your pandas DataFrame

data-science machine-learning pandas performance-metrics data-analysis confusion-matrix dataframe

Updated May 18, 2021
Python

alyakhtar / AQI-Delhi

Predicting air pollution level in a specific city

neural-network random-forest tensorflow keras air-quality naive-bayes-classifier mlp confusion-matrix decision-trees svm-classifier aqi delhi

Updated May 19, 2016
Python

suhagba / Final-year-project-deep-learning-models

Deep learning for freehand sketch object recognition

machine-learning django theano computer-vision deep-learning tensorflow keras web-application vision convolutional-neural-networks confusion-matrix keras-neural-networks sketch-recognition deep-convolutional-networks international-conference sketch-objects freehand-sketch condor-jobs

Updated Apr 8, 2017
Jupyter Notebook

wangjksjtu / rl-perturbed-reward

Reinforcement Learning with Perturbed Reward, AAAI 2020

reinforcement-learning openai-gym confusion-matrix atari-games noisy-labels aaai2020

Updated Aug 2, 2024
Python

the-mrinal / ML-Notebook

Karma of Humans is AI

notebook text-classification linear-regression matploblib naive-bayes-classifier pca-analysis logistic-regression gradient-descent confusion-matrix used-cars svm-classifier feature-scaling decision-tree-algorithm numpy-arrays logisticregression gridsearchcv knn-classifier

Updated Mar 9, 2020
Jupyter Notebook

indrapaul824 / Coronary-Heart-Disease-Prediction

This contains the Jupyter Notebook and the Dataset for the mentioned Classification Predictive Modeling Project

random-forest python3 supervised-learning logistic-regression confusion-matrix resampling decision-trees feature-engineering jupyter-notebooks hyperparameter-tuning gradient-boosting-classifier knn-classification bivariate-analysis ensemble-classifier heart-disease classification-model framingham accuracy-score univariate-analysis minmaxscalar

Updated Dec 3, 2020
Jupyter Notebook

Altimis / Confusion-matrix-for-Mask-R-CNN

Confusion matrix for Mask R-CNN (Matterport implementation)

deep-learning plotting object-detection confusion-matrix maskrcnn mask-rcnn matterport

Updated Aug 9, 2021
Jupyter Notebook

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