There are 7 repositories under binary-classification topic.
Fast and customizable framework for automatic ML model creation (AutoML)
A multi-platform GUI for bit-based analysis, processing, and visualization
Binary and Categorical Focal loss implementation in Keras.
Credit risk analysis for credit card applicants
Code for Java Deep Learning Cookbook
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 for best precision/recall.
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
2017-CCF-BDCI-企业经营退出风险预测:9th/569 (Top 1.58%)
Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder
🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.
2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)
The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification problems.
1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection
Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
2018-腾讯广告算法大赛-相似人群拓展(初赛):10th/1563 (Top 0.64%)
Fully supervised binary classification of skin lesions from dermatoscopic images using an ensemble of diverse CNN architectures (EfficientNet-B6, Inception-V3, SEResNeXt-101, SENet-154, DenseNet-169) with multi-scale input.
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis
Practical ML and NLP with examples.
Malicious URL detector using keras recurrent networks and scikit-learn classifiers
WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets
Package provides javascript implementation of linear regression and logistic regression
Binary Image Classification in TensorFlow
Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM
Repository for My HuggingFace Natural Language Processing Projects
Online machine learning algorithms (based on OLL C++ library)
🦓 AI-powered OpenStreetMap tool for importing zebra crossings
2018-JData-联通-基于移动网络通讯行为的风险用户识别:Baseline 0.77
Multilayer Perceptron Neural network for binary classification between two type of breast cancer ("benign" and "malignant" )using Wisconsin Breast Cancer Database
An implementation of the L2-SVM for breast cancer detection using the Wisconsin diagnostic dataset.
Malay Fake News Classification using CNN, BiLSTM, C-LSTM, RCNN, FT-BERT and BERTCNN.