Projects in Awesome Lists tagged with data-pre-processing
A curated list of projects in awesome lists tagged with data-pre-processing .
https://github.com/ni1o1/transbigdata
A Python package develop for transportation spatio-temporal big data processing, analysis and visualization.
bike-sharing-data bus-gps-data data-analysis data-pre-processing data-quality-analysis data-visualization geospatial-data python spatio-temporal-data taxi-gps-data transportation
Last synced: 21 Oct 2025
https://github.com/bharathsudharsan/edge2guard
Code for PerCom paper 'Edge2Guard: Botnet Attacks Detecting Offline Models for Resource-Constrained IoT Devices'
attack-classification botnet-detection data-pre-processing ddos-attacks edge-computing exploratory-data-analysis iot-devices malware-detection mirai-bot one-class-classification privacy supervised-learning
Last synced: 14 Oct 2025
https://github.com/shraddha-r0/pgp-ml-ai-portfolio
A series of six hands-on projects completed during my PGP ML and AI academic training with UT Austin and Great Learning
artificial-neural-networks bagging-ensemble bivariate-analysis boosting-ensemble cross-validation data-pre-processing data-science decision-tree-classifier exploratory-data-analysis hyperparameter-tuning keras large-language-models machine-learning model-building-and-evaluation random-forest-classifier smote tensorflow transfer-learning-with-cnn univariate-analysis word-embeddings
Last synced: 13 Oct 2025
https://github.com/himanshumahajan138/transfervision
Transfer learning for image classification using pre-trained models like ResNet50, ResNet100, EfficientNetB0, and VGG16 in Keras. Fine-tunes the last layers, applies image augmentation, and evaluates with Precision, Recall, AUC, F1 score, and early stopping for improved performance.
adam-optimizer batch-normalization data-pre-processing deep-learning early-stopping efficientnetb0 image-augmentation image-classification keras multiclass-classification precision-recall-auc-f1-score regularization relu-activation resnet100 resnet50 transfer-learning vgg16
Last synced: 06 Mar 2025
