binary-classification

There are 7 repositories under binary-classification topic.

sb-ai-lab / LightAutoML
Fast and customizable framework for automatic ML model creation (AutoML)
automated-machine-learning automatic-machine-learning automl automl-algorithms binary-classification data-science kaggle lama machine-learning multiclass-classification nlp python regression
Language:Python 1432
hobbits
Mahlet-Inc / hobbits
A multi-platform GUI for bit-based analysis, processing, and visualization
cpp qt python hexeditor visualization software-defined-radio reverse-engineering binary-classification
Language:Python 723
semasuka / Credit-card-approval-prediction-classification
Credit risk analysis for credit card applicants
credit-card card binary-classification machine-learning python python3 scikit-learn streamlit numpy pandas credit-risk-analysis
Language:Jupyter Notebook 293
umbertogriffo / focal-loss-keras
Binary and Categorical Focal loss implementation in Keras.
deep-learning deep-neural-networks keras loss-functions cross-entropy-loss binary-classification categorical-cross-entropy
Language:Python 281
Java-Deep-Learning-Cookbook
rahul-raj / Java-Deep-Learning-Cookbook
Code for Java Deep Learning Cookbook
deeplearning4j dl4j dl4j-tutorials deeplearning machine-learning dl4j-cookbook binary-classification linear-regression neural-network classification regression nlp nlp-machine-learning time-series java-machine-learning reinforcement-learning cookbook artificial-neural-networks artificial-intelligence machinelearning
Language:Java 194
paypal / autosklearn-zeroconf
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.
auto-sklearn binary-classification machine-learning
Language:Python 171
cmasch / cnn-text-classification
Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0
cnn yelp-dataset imdb-dataset sentiment-classification keras tensorflow text-classification multiclass-classification binary-classification deep-learning nlp imdb convolutional-neural-networks
Language:Jupyter Notebook 122
mm909 / Kaggle-Autism
Detecting Autism Spectrum Disorder in Children With Computer Vision - Adapting facial recognition models to detect Autism Spectrum Disorder
transfer-learning autism autism-spectrum-disorder cnn binary-classification bayesian-statistics bayes children face-recognition keras tensorflow image-processing vggface2 vgg-face tensorflow-gpu neural-networks facial-recognition mtcnn kaggle kaggle-dataset
Language:Python 108
ShawnyXiao / 2017-CCF-BDCI-Enterprise
2017-CCF-BDCI-企业经营退出风险预测：9th/569 (Top 1.58%)
2017 ccf bdci data-mining binary-classification
Language:Jupyter Notebook 90
dangnh0611 / kaggle_rsna_breast_cancer
1st place solution of RSNA Screening Mammography Breast Cancer Detection competition on Kaggle: https://www.kaggle.com/competitions/rsna-breast-cancer-detection
binary-classification breast-cancer class-imbalance convnext deep-learning machine-learning rsna yolo mamography kaggle
Language:Python 87
cgnorthcutt / rankpruning
🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.
binary-classification denoising learning-with-confident-examples learning-with-errors machine-learning machine-learning-algorithms mislabeling noise-rates noisy-learning rank-pruning-algorithm ranking semi-supervised-learning training
Language:Jupyter Notebook 83
UrbsLab / STREAMLINE
Simple Transparent End-To-End Automated Machine Learning Pipeline for Supervised Learning in Tabular Binary Classification Data
automl-pipeline binary-classification data-science data-visualization feature-selection imputation machine-learning model-application statistical-analysis supervised-learning
Language:Jupyter Notebook 78
lucazav / binclass-tools
The binclass-tools package contains a set of Python wrappers and interactive plots that facilitate the analysis of binary classification problems.
binary-classification data-science machine-learning python
Language:Jupyter Notebook 74
ShawnyXiao / 2018-Kaggle-AdTrackingFraud
2018 - Kaggle - TalkingData AdTracking Fraud Detection Challenge: Silver medal (银牌)
2018 kaggle data-mining binary-classification ctr cvr talkingdata
Language:Jupyter Notebook 74
AFAgarap / wisconsin-breast-cancer
[ICMLSC 2018] On Breast Cancer Detection: An Application of Machine Learning Algorithms on the Wisconsin Diagnostic Dataset
machine-learning machine-learning-algorithms scikit-learn tensorflow nearest-neighbours-classifier support-vector-machine multilayer-perceptron recurrent-neural-network linear-regression logistic-regression softmax-regression classification binary-classification supervised-learning
Language:Python 63
Focal-loss-PyTorch
itakurah / Focal-loss-PyTorch
Focal Loss implementation of the loss function proposed by Facebook AI Research to address class imbalance during training in tasks like object detection
binary-classification class-balance loss-functions multiclass-classification multilabel-classification pytorch
Language:Python 57
closest-git / LiteMORT
A memory efficient GBDT on adaptive distributions. Much faster than LightGBM with higher accuracy. Implicit merge operation.
gbdt gradient-boosting machine-learning data-mining-algorithms binary-classification regression-algorithms high-performance-computing
Language:C++ 56
rlilojr / Detecting-Malicious-URL-Machine-Learning
apache-spark machine-learning logistic-regression malicious-url-detection big-data pyspark-notebook naive-bayes-classification linear-support-vector-machine one-vs-rest binary-classification
Language:Jupyter Notebook 55
devanshkv / fetch
A set of deep learning models for FRB/RFI binary classification.
fast-radio-bursts deep-learning transfer-learning binary-classification
Language:Python 52
ShawnyXiao / 2018-Tencent-Lookalike
2018-腾讯广告算法大赛-相似人群拓展(初赛)：10th/1563 (Top 0.64%)
2018 tencent binary-classification data-mining lookalike
Language:Python 50
anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification
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.
binary-classification deep-learning convolutional-neural-networks ensemble-learning cyclic-learning-rate skin-lesion-classification shades-of-gray color-constancy multi-scale efficientnet senet inception-v3 densenet seresnext tensorflow-keras
Language:Jupyter Notebook 49
joaoaleite / ToLD-Br
Toxic Language Detection in Social Media for Brazilian Portuguese: New Dataset and Multilingual Analysis
natural-language-processing bert automl toxic-comment-classification multilabel-classification binary-classification dataset portuguese-brazilian zero-shot-learning multilingual-models
Language:Jupyter Notebook 46
bokbokbok
orchardbirds / bokbokbok
Custom Loss Functions and Evaluation Metrics for XGBoost and LightGBM
lightgbm xgboost evaluation-metrics loss-functions custom-loss-functions rmspe focal-loss binary-classification regression classification machine-learning machine-learning-algorithms
Language:Python 38
chen0040 / keras-malicious-url-detector
Malicious URL detector using keras recurrent networks and scikit-learn classifiers
url-detector malicious-url binary-classification recurrent-neural-networks lstm convolutional-neural-networks
Language:Python 36
ncordon / imbalance
oversampling binary-classification imbalanced-data r
Language:R 36
todd-cook / ML-You-Can-Use
Practical ML and NLP with examples.
wikipedia-corpus probablistic-language computer-vision latin nlp frequency-distribution classics keras tensorflow text-classification document-deduplication embeddings binary-classification multiclass-classification deep-learning convolutional-neural-networks object-detection bert ml labeling-data
Language:Jupyter Notebook 35
chen0040 / js-regression
Package provides javascript implementation of linear regression and logistic regression
linear-regression linear-regression-models logistic-regression javascript nodejs mlr binary-classification
Language:JavaScript 31
DunnBC22 / NLP_Projects
Repository for My HuggingFace Natural Language Processing Projects
machine-translation semantic-similarity text-classification text-regression text-summarization multilabel-classification sentiment-analysis binary-classification causal-language-modeling huggingface language-detection masked-language-modeling multiclass-classification multiple-choice-question-answering question-answering text-classificaiton-with-bert text-classification-multi-label
Language:Jupyter Notebook 30
VinAIResearch / COVID19Tweet
WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets
binary-classification covid19 covid19-data data english shared-task tweets
Language:Python 30
osm-yolo-crossings
Zaczero / osm-yolo-crossings
🦓 AI-powered OpenStreetMap tool for importing zebra crossings
automation binary-classification computer-vision docker keras mobilnet openstreetmap overpass-api pedestrian-crossings python tensorflow yolo
Language:Python 29
moohax / Deep-Drop
Machine learning enabled dropper
binary-classification keras machine-learning penetration-testing
Language:Jupyter Notebook 27
MuhammedBuyukkinaci / TensorFlow-Binary-Image-Classification-using-CNN-s
Binary Image Classification in TensorFlow
binary-image-classification image-classification tensorflow-api tensorflow cnn gpu-options sess binary-classification tensorflow-classification tensorflow-examples tensorflow-models tensorflow-gpu ready-to-run ready-to-use image-recognition
Language:Python 26
golden-panther / glaucoma-detector
Glaucoma detection automation project. Trained a binary image classifier using CNNs and deployed as a streamlit web app. It takes eye (retinal scan) image as input and outputs whether the person is affected by glaucoma or not.
glaucoma glaucoma-detector fundus-images eye cnns tensorflow keras neural-networks binary-classification image-classification streamlit python computer-vision deeplearning machine-learning cnn-architecture convolutional-neural-networks
Language:Python 22
ikegami-yukino / oll-python
Online machine learning algorithms (based on OLL C++ library)
perceptron machine-learning online-learning binary-classification alma
Language:C++ 22
AsyrafAzlan / malay-fake-news-classification
Malay Fake News Classification using CNN, BiLSTM, C-LSTM, RCNN, FT-BERT and BERTCNN.
malay bahasa-melayu bahasa-malaysia classification binary-classification cnn lstm bilstm c-lstm rcnn bert deep-learning neural-network neural-networks fake-news nlp
Language:Jupyter Notebook 21
ShawnyXiao / 2018-JData-Unicom-RiskUser
2018-JData-联通-基于移动网络通讯行为的风险用户识别：Baseline 0.77
2018 jdata unicom data-mining binary-classification
Language:Python 21

binary-classification

sb-ai-lab / LightAutoML

Mahlet-Inc / hobbits

semasuka / Credit-card-approval-prediction-classification

umbertogriffo / focal-loss-keras

rahul-raj / Java-Deep-Learning-Cookbook

paypal / autosklearn-zeroconf

cmasch / cnn-text-classification

mm909 / Kaggle-Autism

ShawnyXiao / 2017-CCF-BDCI-Enterprise

dangnh0611 / kaggle_rsna_breast_cancer

cgnorthcutt / rankpruning

UrbsLab / STREAMLINE

lucazav / binclass-tools

ShawnyXiao / 2018-Kaggle-AdTrackingFraud

AFAgarap / wisconsin-breast-cancer

itakurah / Focal-loss-PyTorch

closest-git / LiteMORT

rlilojr / Detecting-Malicious-URL-Machine-Learning

devanshkv / fetch

ShawnyXiao / 2018-Tencent-Lookalike

anindox8 / Ensemble-of-Multi-Scale-CNN-for-Dermatoscopy-Classification

joaoaleite / ToLD-Br

orchardbirds / bokbokbok

chen0040 / keras-malicious-url-detector

ncordon / imbalance

todd-cook / ML-You-Can-Use

chen0040 / js-regression

DunnBC22 / NLP_Projects

VinAIResearch / COVID19Tweet

Zaczero / osm-yolo-crossings

moohax / Deep-Drop

MuhammedBuyukkinaci / TensorFlow-Binary-Image-Classification-using-CNN-s

golden-panther / glaucoma-detector

ikegami-yukino / oll-python

AsyrafAzlan / malay-fake-news-classification

ShawnyXiao / 2018-JData-Unicom-RiskUser