Pegah-Ardehkhani

Pegah-Ardehkhani

31 followers · 1 following

Achievements

Optimization-Problems-and-Solutions Public

A Python repository dedicated to the mathematical modeling and solution of optimization problems, featuring practical examples in Stochastic Programming, Linear Programming (LP), and Mixed-Integer …

python optimization modeling linear-programming pyomo operations-research pulp

Jupyter Notebook 4 GNU General Public License v3.0 Updated Nov 6, 2024
Statistics-and-Probability-in-Python Public

A comprehensive exploration of Statistics and Probability Theory concepts, with practical implementations in Python

python statistics probability regression p-value scipy confidence-intervals

Jupyter Notebook 136 37 GNU General Public License v3.0 Updated Nov 3, 2024
Combinatorial-Optimization Public

A collection of algorithms and methods for solving combinatorial optimization problems, including techniques for TSP, Knapsack, and other NP-hard problems using heuristics, metaheuristics, and exac…

optimization mst pyomo heuristics optimization-tools tsp operations-research

Jupyter Notebook MIT License Updated Nov 1, 2024
Bullwhip-Simulation-in-a-Multi-Tier-Supply-Chain Public

A Python simulation model demonstrating the bullwhip effect in a multi-tier supply chain, where fluctuations in customer demand amplify up the chain, impacting costs and inventory levels

simulation supply-chain supply-chain-management beer-game bullwhip-effect

Jupyter Notebook MIT License Updated Oct 31, 2024
Pegah-Ardehkhani Public

Updated Oct 24, 2024
Reinforcement-Learning-Algorithms-from-Scratch Public

Explore key RL algorithms with detailed explanations and fully commented Python code implementations

reinforcement-learning reinforcement-learning-algorithms rl reinforcement-learning-agent reinforcement-learning-environments

Jupyter Notebook 3 MIT License Updated Oct 20, 2024
Simplex-from-Scratch Public

A Python implementation of the Simplex algorithm for solving linear programming problems from scratch

simplex optimization-tools operations-research simplex-algorithm simplex-method optmization simplex-solutions

Jupyter Notebook 2 MIT License Updated Oct 14, 2024
Python-Tutorial-Plus-Questions Public

A comprehensive Python tutorial repository that covers key programming concepts along with practical questions and examples

python data-science tutorial programming functions oop python3

Jupyter Notebook 2 GNU General Public License v3.0 Updated Oct 4, 2024
R-Tutorial Public

A comprehensive R tutorial repository covering essential programming concepts and practical examples to help you master R programming

list r string vector matrix data-frame character

Jupyter Notebook 2 GNU General Public License v3.0 Updated Oct 2, 2024
Customer-Segmentation Public

Customer Personality Analysis Using Clustering

python data-science machine-learning clustering agglomerative-clustering customer-segmentation customer-segmentation-analysis

Jupyter Notebook 21 3 MIT License Updated Jan 5, 2023
Customer-Churn-Prediction-and-Analysis Public

Analysis and Prediction of the Customer Churn Using Machine Learning Models (Highest Accuracy) and Plotly Library

python data-science machine-learning telco sklearn machine-learning-algorithms plotly

Jupyter Notebook 8 4 MIT License Updated Jan 5, 2023
Airline-Flight-Demand-Forecasting Public

Forecast the Airline Flight Demand Using ARIMA and AR

data-science machine-learning time-series machine-learning-algorithms decomposition auto-regressive-model arima

Jupyter Notebook 4 MIT License Updated Dec 2, 2022
Flight-Price-EDA-and-Prediction Public

Analyze and Predict the Flight Price Using Machine Learning Models and Plotly Library

data-science machine-learning exploratory-data-analysis machine-learning-algorithms plotly regression prediction

3 2 MIT License Updated Dec 2, 2022
Corona-Virus-Forecasting-and-Analysis Public

Analysis and Forecasting of the Corona Virus Observed, Recovered and Death Cases Using Machine Learning Models and Plotly Library

python data-science machine-learning r time-series exploratory-data-analysis plotly

Jupyter Notebook 2 MIT License Updated Aug 16, 2022
Neural-Style-Transfer Public

Generate an Image with the Same "Content" As a Base Image, But with the "Style" of a Different Picture

python data-science machine-learning deep-neural-networks deep-learning style-transfer generative-model

Jupyter Notebook 3 MIT License Updated Jul 31, 2022
Speech-Emotion-Recognition Public

Emotion Recognition Using Audio Speech Files

audio python data-science machine-learning deep-neural-networks deep-learning cnn

Jupyter Notebook 2 MIT License Updated Jul 30, 2022
Cancer-Patients-Survival-Analysis Public

Survival Analysis of Lung Cancer Patients

python data-science survival-analysis survival kaplan-meier cox-model cancer-patients

Jupyter Notebook 6 1 MIT License Updated Jul 26, 2022
ActTensor Public
Forked from pouyaardehkhani/ActTensor

ActTensor: Activation Functions for TensorFlow. https://pypi.org/project/ActTensor-tf/ Authors: Pegah Ardehkhani, Pouya Ardehkhani

Python 2 MIT License Updated Jul 20, 2022
Brain-MRI-Segmentation Public

U-Net from Scratch for Brain Tumor Segmentation

python deep-neural-networks deep-learning tensorflow mri medical-imaging segmentation

Jupyter Notebook 2 MIT License Updated Jul 11, 2022
WeatherApp Public

A GUI Weather Application Using Tkinter Library

python weather gui tkinter weather-information weather-app weather-application

Jupyter Notebook 2 MIT License Updated Jul 4, 2022
Emojify-Texts Public

Choose the Most Appropriate Emoji for a Text Using NLP Models

emoji data-science machine-learning deep-learning lstm emojify lstm-neural-networks

Jupyter Notebook 2 MIT License Updated Jun 29, 2022
One-Hidden-Layer-Neural-Network-From-Scratch Public

"One Hidden Layer Neural Network" from Scratch

data-science machine-learning deep-learning neural-network hidden-layers from-scratch from-scratch-in-python

Jupyter Notebook 3 MIT License Updated Jun 29, 2022
CNN-From-Scratch Public

"CNN" from Scratch

python data-science machine-learning deep-neural-networks deep-learning cnn from-scratch

Jupyter Notebook 2 MIT License Updated Jun 29, 2022
Deep-Neural-Network-From-Scratch Public

"Deep Neural Network" from Scratch

python data-science machine-learning deep-neural-networks deep-learning neural-network hidden-layers

Jupyter Notebook 2 MIT License Updated Jun 29, 2022
Corona-Virus-Tweets-Sentiment-Analysis-and-Prediction Public

Analysis and Prediction of the Corona Virus tweets Sentiment Using Deep Learning Models and Plotly Library

python data-science machine-learning deep-neural-networks deep-learning tweets sentiment-analysis

Jupyter Notebook 2 MIT License Updated Jun 26, 2022
Pneumonia-Diagnosis-in-Chest-X-ray-Images Public

Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)

data-science machine-learning deep-neural-networks deep-learning tensorflow machine-learning-algorithms image-processing

Jupyter Notebook 4 1 MIT License Updated Jun 23, 2022
LogisticRegression-From-Scratch Public

"Logistic Regression" from Scratch

python data-science machine-learning machine-learning-algorithms prediction logistic-regression from-scratch

Jupyter Notebook 2 MIT License Updated Jun 22, 2022

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Pegah-Ardehkhani

Achievements

Achievements

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Optimization-Problems-and-Solutions Public

Statistics-and-Probability-in-Python Public

Combinatorial-Optimization Public

Bullwhip-Simulation-in-a-Multi-Tier-Supply-Chain Public

Pegah-Ardehkhani Public

Reinforcement-Learning-Algorithms-from-Scratch Public

Simplex-from-Scratch Public

Python-Tutorial-Plus-Questions Public

R-Tutorial Public

Customer-Segmentation Public

Customer-Churn-Prediction-and-Analysis Public

Airline-Flight-Demand-Forecasting Public

Flight-Price-EDA-and-Prediction Public

Corona-Virus-Forecasting-and-Analysis Public

Neural-Style-Transfer Public

Speech-Emotion-Recognition Public

Cancer-Patients-Survival-Analysis Public

ActTensor Public

Brain-MRI-Segmentation Public

WeatherApp Public

Emojify-Texts Public

One-Hidden-Layer-Neural-Network-From-Scratch Public

CNN-From-Scratch Public

Deep-Neural-Network-From-Scratch Public

Corona-Virus-Tweets-Sentiment-Analysis-and-Prediction Public

Pneumonia-Diagnosis-in-Chest-X-ray-Images Public

LogisticRegression-From-Scratch Public