Jumabek/software_programming_in_python

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Jumabek/software_programming_in_python

Jumabek

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repository for the python programming class 2022-2 Inha University

darknet_scripts

Auxilary scripts to work with (YOLO) darknet deep learning famework. AKA -> How to generate YOLO anchors?

net_intrusion_detection

Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution

Jupyter Notebook

convert_MOT16_to_yolo

Converts MOT16 and MOT17 annotations to YOLO format.

convert_caltech_annos_to_yolo

This script will convert caltech annotations into yolo format

catboost-nids

Gradient Boosting Machine (XGBoost, CatBoost, RandomForest, Decision Tree, Scikit learn) based network intrusion detection method, on imbalanced CIC-IDS-2018 dataset

Jupyter Notebook

lightweight_facial_analysis

Face Detection, Facial Landmark Detection, Emotion Recognition and Hand Detection. Works even on resource constrained laptop/pc | GUI | User Interface

receptivity

Data-Sources-for-Data-Science

List of data sources where u can get specific dataset and use for your R&D

SurvTrack

net_traffic_samplers

Network traffic sampler Sketch Guided Sampling, Packet Sampling, Random Sampling, Fast Filtered Sampling, Selective Flow Sampling

WebCrawling4TrackingApp

tracking product prices on websites

keyword_forcasting

Jupyter Notebook

breast-cancer-classification-tutorial

Notebook contains uci breast cancer classification tutorial for combria (2018) dataset. Cross Validation, Logistic Regression, SVM, Machine Learning, Feature Selection, PCA, correlation analysis

Jupyter Notebook

learn-data-science

Jupyter Notebook

monthly_masjid_contibutions

This repo intends to visualize monthly contributions and expenses of the Ashrafia Masjid @ Inha University South Korea