binary-classification

autosklearn-zeroconf is a fully automated binary classifier. It is based on the AutoML challenge winner auto-sklearn. Give it a dataset with known outcomes (labels) and it returns a list of predicted outcomes for your new data. It even estimates the precision for you! The engine is tuning massively parallel ensemble of machine learning pipelines…

machine-learning binary-classification auto-sklearn

UpdatedOct 30, 2019
Python

cmasch /cnn-text-classification

Star122

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

nlp deep-learning text-classification tensorflow keras cnn imdb convolutional-neural-networks binary-classification sentiment-classification yelp-dataset multiclass-classification imdb-dataset

UpdatedSep 10, 2021
Jupyter Notebook

mm909 /Kaggle-Autism

Star109

Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder

children tensorflow keras image-processing cnn kaggle neural-networks facial-recognition face-recognition autism transfer-learning bayes binary-classification bayesian-statistics kaggle-dataset autism-spectrum-disorder mtcnn tensorflow-gpu vgg-face vggface2

UpdatedApr 27, 2020
Python

ShawnyXiao /2017-CCF-BDCI-Enterprise

Star90

2017-CCF-BDCI-企业经营退出风险预测：9th/569 (Top 1.58%)

data-mining ccf binary-classification 2017 bdci

UpdatedMay 30, 2018
Jupyter Notebook

dangnh0611 /kaggle_rsna_breast_cancer

Star88

1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle:https://www.kaggle.com/competitions/rsna-breast-cancer-detection

machine-learning deep-learning kaggle yolo class-imbalance binary-classification breast-cancer rsna mamography convnext

UpdatedNov 11, 2023
Python

cgnorthcutt /rankpruning

Star83

🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.

training machine-learning machine-learning-algorithms ranking semi-supervised-learning binary-classification denoising learning-with-errors rank-pruning-algorithm noise-rates noisy-learning mislabeling learning-with-confident-examples

UpdatedMay 15, 2022
Jupyter Notebook

UrbsLab /STREAMLINE

Star78

Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data

data-science machine-learning data-visualization feature-selection statistical-analysis supervised-learning imputation binary-classification model-application automl-pipeline

UpdatedNov 21, 2025
Jupyter Notebook

ShawnyXiao /2018-Kaggle-AdTrackingFraud

Star74

2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)

data-mining kaggle binary-classification talkingdata ctr cvr 2018

UpdatedJan 12, 2019
Jupyter Notebook

lucazav /binclass-tools

Star73

The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification problems.

python data-science machine-learning binary-classification

UpdatedMar 14, 2023
Jupyter Notebook

AFAgarap /wisconsin-breast-cancer

Star63

[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset

machine-learning tensorflow linear-regression scikit-learn machine-learning-algorithms supervised-learning classification logistic-regression support-vector-machine softmax-regression binary-classification nearest-neighbours-classifier multilayer-perceptron recurrent-neural-network

UpdatedMar 24, 2023
Python

itakurah /focal-loss-pytorch

Star59

Focal Loss implementation of the loss function proposed by Facebook AI Research to address class imbalance during training in tasks like object detection

pytorch binary-classification loss-functions multiclass-classification multilabel-classification class-balance