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AI Image Compressor Tool

Image Upload and Compression Tool Upload an Image: Compression Rate (%): Compress Image Compressed Image Preview: Download Compressed Image // Calculate new image dimensions based on compression rate const newWidth = originalImage.width * compressionRate; const newHeight = originalImage.height * compressionRate; // Resize and draw the compressed image on the canvas canvas.width = newWidth; canvas.height =…

Neural Network Activation Function Calculator

Neural Network Activation Function Calculator Input Value (x): Select Activation Function: SigmoidReLUTanh Calculate Output

Support Vector Machine (SVM) Hyperplane Calculator

SVM Hyperplane Calculator Point 1 (x1, y1): Point 2 (x2, y2): Calculate Hyperplane

Decision Tree Depth Calculator

Decision Tree Depth Calculator Number of Nodes: Calculate Tree Depth

KNN Classifier Distance Calculator

KNN Distance Calculator Point A (x1, y1): Point B (x2, y2): Calculate Distance

Confusion Matrix Calculator

Neural Network Forward Propagation Input Vector (x): Weight Matrix (W): Bias Vector (b): Calculate Output

Neural Network Forward Propagation Calculator

Neural Network Forward Propagation Input Vector (x): Weight Matrix (W): Bias Vector (b): Calculate Output

Activation Function Calculator (Sigmoid)

Sigmoid Activation Function Calculator Input (z): Calculate Sigmoid

Linear Regression Model Prediction Calculator

Linear Regression Model Prediction Slope (m): Intercept (b): Input (x): Predict y

Gradient Descent Calculator

Gradient Descent Calculator Learning Rate (α): Initial Guess (θ): Gradient (∇f(θ)): Calculate θ

Neural Network Forward Pass

Neural Network Forward Pass Input Layer (comma separated): Weights (comma separated): Calculate Forward Pass

Matrix Multiplication Calculator

Matrix Multiplication Calculator Matrix A (comma separated, row by row): Matrix B (comma separated, row by row): Multiply Matrices

Cost Function Calculator

Cost Function Calculator Predicted Value: Actual Value: Calculate Cost

Batch Size Optimizer

Batch Size Optimizer Total Data Size: Memory Limit (in MB): Optimize Batch Size

Gradient Descent Optimizer

Gradient Descent Optimizer Initial Parameters: Learning Rate: Number of Iterations: Run Optimization

Learning Rate Finder

Learning Rate Finder Initial Learning Rate: Final Learning Rate: Number of Steps: Find Learning Rate

Activation Function Recommender

Activation Function Recommender Problem Type: ClassificationRegression Recommend Activation Function

Train/Test Split Optimizer

Train/Test Split Optimizer Total Dataset Size: Train Percentage (%): Calculate Split

Epoch vs Accuracy Estimator

Epoch vs Accuracy Estimator Initial Accuracy (%) Target Accuracy (%) Improvement per Epoch (%) Estimate Epochs

Neural Network Parameter Calculator

Neural Network Parameter Calculator Input Features: Number of Hidden Layers: Neurons per Hidden Layer (comma-separated): Output Classes: Calculate Parameters // Hidden layers for (let i = 1; i < hiddenLayers; i++) { totalParams += (neuronsPerLayer[i - 1] * neuronsPerLayer[i]) + neuronsPerLayer[i]; } // Last hidden to output layer totalParams += (neuronsPerLayer[hiddenLayers - 1] * outputClasses)…

Personality Compatibility Calculator for Couples

Your Personality (Introvert/Extrovert/Ambivert): Partner’s Personality: Check Compatibility

Relationship Priorities Compatibility Calculator

Main Priority in Relationship: Partner’s Main Priority: Check Match

Relationship Argument Frequency Calculator

How many arguments per week? (0-10) Check Health

Adventure Compatibility Calculator

Do you like adventure? (yes/no) Does your partner like adventure? (yes/no) Check Compatibility

Love & Affection Compatibility Calculator

Your Affection Level (1-10): Partner’s Affection Level (1-10): Calculate

Emotional Support Compatibility Calculator

Do you provide emotional support? (yes/no): Does your partner provide emotional support? (yes/no): Check Compatibility

inancial Compatibility Calculator

Are you a spender or saver? SpenderSaver Is your partner a spender or saver? SpenderSaver Calculate Financial Compatibility

Trustworthiness Compatibility Calculator

Honesty Level (1-100): Reliability Level (1-100): Calculate Trust Compatibility

Relationship Stress Level Calculator

Work Stress (1-100): Family Stress (1-100): Health Stress (1-100): Calculate Stress Level

Romantic Date Ideas Compatibility Calculator

Your Preferred Date Idea: Partner’s Preferred Date Idea: Check Compatibility

Conflict Resolution Style Compatibility Calculator

Your Conflict Style: AvoidantCompromisingCollaborative Partner’s Conflict Style: AvoidantCompromisingCollaborative Check Compatibility

Love Language Match Calculator

Your Love Language: Words of AffirmationActs of ServiceReceiving GiftsQuality TimePhysical Touch Partner’s Love Language: Words of AffirmationActs of ServiceReceiving GiftsQuality TimePhysical Touch Check Match

Relationship Growth Potential Calculator

Stability (1-100): Communication (1-100): Trust (1-100): Calculate Growth Potential

Shared Hobbies Compatibility Calculator

Your Hobbies (comma-separated): Partner’s Hobbies (comma-separated): Calculate Compatibility

Relationship Commitment Level Calculator

Your Dedication Level: Time Together (in years): Calculate Commitment

Long-Distance Relationship Success Calculator

Communication Level: StrongAverage Trust Level: HighLow Time Together: LongShort Calculate Success

Astrological Compatibility Score

Your Zodiac Sign: Partner’s Zodiac Sign: Check Compatibility

Communication Compatibility Calculator

Your Communication Style: GoodAverage Partner’s Communication Style: GoodAverage Calculate Compatibility