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Интерактивные инструменты обучения

Исследуйте нашу всестороннюю коллекцию визуализаций и интерактивных инструментов

37
всего инструментов
85+
используется в курсах

Визуализация

14 tools in this category

📊

Graph Plotter

visualization

Interactive plotting tool for visualizing data and relationships

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🔀

Flow Diagram

visualization

Interactive flow diagrams, timelines, and process visualizations

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🔍

Variable Inspector

visualization

Visual inspection of variable states and values

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🧠

Live Attention Flow Visualizer

visualization

Production-grade visualization of transformer attention mechanisms with real-time interactivity

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🔤

Embedding Explorer

visualization

Comprehensive tool for exploring different word embedding techniques and their properties

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🤖

Transformer Architecture Explorer

visualization

Comprehensive tool for exploring transformer architectures and their components

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🔤

Tokenization Workbench

visualization

Comprehensive tool for exploring different tokenization techniques

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🧠

RNN Architecture Explorer

visualization

Comprehensive tool for exploring different RNN architectures and their properties

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📝

Text Generation & Decoding Explorer

visualization

Comprehensive tool for exploring various text generation and decoding methods

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⚙️

Model Training & Parallelism Explorer

visualization

Comprehensive tool for exploring model training strategies and parallelism techniques

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📈

Optimization Techniques Explorer

visualization

Comprehensive tool for exploring different optimization techniques for model training

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🎨

Decision Boundary Visualizer

visualization

2D visualization of classification decision boundaries

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Tool "gradient-descent-animator" not found. Please check the tool ID.
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Gradient Descent Animator

visualization

Step-by-step visualization of gradient descent optimization with different optimizers and learning rates

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Tool "svm-explorer" not found. Please check the tool ID.
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🎯

SVM Explorer

visualization

Visualize Support Vector Machines with margin visualization, support vectors, and different kernel functions

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Выполнение кода

1 tools in this category

🐍

Python Code Executor

code-execution

Interactive Python code execution environment

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Интерактивное обучение

22 tools in this category

📍

Variable Tracker

interactive

Visual tracking of variable states and memory addresses

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📊

Data Structure Visualizer

interactive

Interactive visualization of Python data structures

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📚

Function Call Stack

interactive

Visualization of function call stack and scope

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👣

Algorithm Stepper

interactive

Step-through execution of algorithms and code

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🔧

Function Explorer

interactive

Interactive function anatomy and execution visualizer

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🔭

Scope Visualizer

interactive

Interactive visualization of variable scope and scope chain

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📊

Data Visualization Dashboard

interactive

Interactive dashboard for data visualization with multiple chart types

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🎯

Confusion Matrix Visualizer

interactive

Interactive visualization of confusion matrix with metrics

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🎮

OOP Playground

interactive

Interactive playground for learning OOP concepts - create objects, call methods, see state changes in real-time

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🌳

OOP Inheritance Tree

interactive

Interactive visualization of class inheritance hierarchies and method resolution order

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💾

Memory Visualizer

interactive

Visual representation of memory layout and allocation

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🤖

AI Agents Explorer

interactive

Watch AI agents move, think, and communicate in real-time - our killer feature!

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⚖️

Bias-Variance Tradeoff Explorer

interactive

Interactive visualization of the bias-variance tradeoff and model complexity effects

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🎯

ML Model Trainer

interactive

Train machine learning models interactively with real-time visualization

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🔮

Clustering Visualizer

interactive

Interactive visualization of K-Means, DBSCAN, and Hierarchical clustering algorithms

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📉

Dimensionality Reducer

interactive

Compare PCA, t-SNE, and UMAP for dimensionality reduction

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🚨

Anomaly Detector

interactive

Interactive anomaly detection with Isolation Forest, One-Class SVM, and statistical methods

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🧠

Neural Network Visualizer

interactive

Visualize neural network architecture, forward propagation, and training dynamics

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🚀

Deployment Simulator

interactive

Simulate ML model deployment with real-time latency, throughput, and load monitoring

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Tool "dataframe-explorer" not found. Please check the tool ID.
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📊

DataFrame Explorer

interactive

Interactive data exploration with pandas-like interface for viewing statistics, distributions, and correlations

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Tool "feature-engineering-workbench" not found. Please check the tool ID.
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🔧

Feature Engineering Workbench

interactive

Interactive feature transformation and creation toolkit with scaling, polynomial features, and encoding

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Tool "model-evaluation-dashboard" not found. Please check the tool ID.
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📈

Model Evaluation Dashboard

interactive

Comprehensive model evaluation with confusion matrix, ROC curves, learning curves, and cross-validation

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