Machine Learning Statistics Agriculture Genetics Forestry

Research Tools

Browse our full suite of statistical & ML tools. Free tools are available immediately — Pro tools unlock with a subscription.

Showing 14 tools
INPUT HIDDEN HIDDEN OUT PRO
SmartML
Shiny app for regression tasks using ML — model training, evaluation, hyperparameter tuning, and feature selection.
MLRegressionPrediction
₹500/mo
Launch
Volume: 42m³ Carbon: 18.4 t Height: 24m PRO
ImForestSuite
Integrated forestry analytics — mensuration, tree modeling, volume prediction, and carbon estimation.
ForestryCarbonVolume
₹500/mo
Launch
P1 P2 P3 P4 P5 P6 P1 P2 P3 P4 Diallel × GCA Analysis PRO
Mating Design
Statistical tool for mating design analysis in plant breeding — diallel, Hayman, NC, and Line × Tester methods.
GeneticsBreedingHeritability
₹500/mo
Launch
R² = 0.936 Variable X Variable Y PRO
CorrReg Explorer
Interactive correlation and regression analysis — built for researchers, students, and data analysts.
RegressionCorrelationStats
₹500/mo
Launch
MODEL COMPARISON Random Forest 94.2% XGBoost 92.7% SVM 88.1% Gradient Boost 91.0% KNN 82.5% ★ BEST PRO
ImMLPro
Advanced ML app for predicting continuous target variables using multiple state-of-the-art algorithms.
MLPredictionRegression
₹500/mo
Launch
Training Loss ↓ Acc: 97.3% PRO
NeuroPredictor Pro
AI-powered neural network tool for highly accurate continuous target variable prediction.
DeepLearningNeuralPrediction
₹500/mo
Launch
CLASSIFICATION 87 5 8 74 REGRESSION R² = 0.952 PRO
ImUnifiedML
Comprehensive ML platform handling both classification and regression in a unified framework.
MLClassificationRegression
₹500/mo
Launch
μ -1σ +1σ p-value: 0.003 F(3,48) = 8.74 68.2% PRO
QuickStat
Interactive statistical analyses with modern visualizations — t-tests, ANOVA, correlations, and chi-square.
StatisticsANOVAVisualization
₹500/mo
Launch
RCBD — 4 BLOCKS × 5 TREATMENTS B1 B2 B3 B4 T3 T1 T5 T2 T4 T1 T4 T2 T5 T3 T5 T3 T4 T1 T2 T2 T5 T1 T3 T4 p < 0.001 CV = 8.3% PRO
ExpDesignPro
Agricultural experimental design and analysis — CRD, RCBD, factorial, split-plot, lattice, and augmented models.
DesignRCBDAgriculture
₹500/mo
Launch
Accuracy 96.4% PRO
ImSmartClassifier
Advanced interactive ML classification platform with beautiful visualizations and comprehensive model comparison.
ClassificationMLVisualization
₹500/mo
Launch
0.5 AUC=0.94 Acc: 93.2% PRO
Logistic Regression
Binary and multinomial logistic regression with validation and performance tools for forestry and agriculture.
LogisticClassificationAgriculture
₹500/mo
Launch
CO₂: 18.4 t/ha AGB: 42.1 t/ha R² = 0.961 MODEL FIT PRO
IMCSP
Unified ML platform for forest carbon stock modelling — integrates advanced ML techniques with dendrometric and environmental variables for accurate carbon stock estimation.
ForestrySimulationCarbon
₹500/mo
Launch
INPUT H1 (8) OUTPUT 96.8% PRO
neurolab
Interactive Shiny app for building and tuning neural networks without coding — supports classification and regression with flexible architecture and hyperparameter optimization.
NeuralDeepLearningVisualization
₹500/mo
Launch
*** Group A Group B Group C Group D p < 0.001 · η²=0.41 PRO
ggplot
Statistical visualizations with ggplot2 — beautiful hypothesis-tested plots combining stats and graphics in one step.
VisualizationStatisticsggplot2
₹500/mo
Launch

Rejoining the server...

Rejoin failed... trying again in seconds.

Failed to rejoin.
Please retry or reload the page.

The session has been paused by the server.

Failed to resume the session.
Please retry or reload the page.

Chat with us
📊
Install imiqbalstat Quick access from your home screen