Ali Farahmandfar's repositories
Country-Profiling-Using-PCA-and-Clustering
Unsupervised Machine Learning Analysis Using Clustering Model
Customer-Segmentation-Using-Clustering-Algorithms
Customer Segmentation Using Unsupervised Machine Learning Algorithms
Mobile-Price-Prediction-Classification-Analysis
Supervised Machine Learning Analysis Using Classification Models
Data-Cleaning-Steps-to-Clean-Data
Data Science
GradientDescent-Example
Example demonstrating how gradient descent may be used to solve a linear regression problem
Hyperparameter-Optimization
Hyperparameter Optimization for Logistic Regression Algorithms
Personal-Bank-Loan-Modeling-Classification-Analysis
Supervised Machine Learning Analysis Using Classification Models
PSO-feature-selection-and-hyperparameter-tuning
Particle Swarm Optimization (PSO) - Feature Selection and Hyperparameter Tuning
Evaluation-Metrics-for-Linear-Regression
# RMSE # RRMSE # RSE # NSE # MAE # R # R2 # MAPE # ρ
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Deep-Forest
An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)
Efficient_Python_tricks_and_tools_for_data_scientists
Efficient Python Tricks and Tools for Data Scientists
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
Neural-Style-Transfer
Keras Implementation of Neural Style Transfer from the paper "A Neural Algorithm of Artistic Style" (http://arxiv.org/abs/1508.06576) in Keras 2.0+
Reinforcement_Learning_Course_Materials
Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
Surface-Defect-Detection
📈 Constantly summarizing open-source dataset and critical papers in the field of surface defect research which are of great importance.
Time-Series-Transformers-Review
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
Transfer-learning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
3D-Machine-Learning
A resource repository for 3D machine learning
Applied-Deep-Learning
Applied Deep Learning Course
Concrete-Compressive-Strength-Prediction
Predicting the Concrete Compressive Strength Using ML Models
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
Hyperparameter-Optimization-on-Diabetes-Dataset
Data Preprocessing, Data Cleaning, Fine-tuning the Hyperparameters,
Statistics-and-Probability-in-Python
Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"
BPB-Panel
A GUI Panel providing Worker subscriptions and Fragment settings and configs, providing configs for cross-platform clients using (singbox-core and xray-core)
feature_engine
Feature engineering package with sklearn like functionality
system-design-primer
Learn how to design large-scale systems.