Calculus & Probability Lab

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About this app

Calculus & Probability Lab turns two of the hardest STEM subjects into something you can see, touch, and drag with your finger. Instead of static graphs in a textbook, every derivative, integral, and probability distribution becomes a real 3D object you orbit, zoom, and reshape live.

Whether you're in AP Calculus, a first-year college calculus or statistics course, or just relearning math you forgot, this app trades memorized formulas for visual intuition: drag a point along a curve and watch its tangent-line slope update instantly, or watch a histogram built from real dice tosses close in on the bell curve as you roll.

FUNCTION LAB — 3D VISUALIZER
• 22 function families: lines, parabolas, cubics, quartics, sine/cosine waves, exponentials, natural logs, reciprocals, square roots, Gaussian bumps, logistic S-curves
• Genuine z = f(x, y) surfaces — paraboloids, saddles, Gaussian hills, ripples, sphere caps, cones, tilted planes, monkey saddles, egg-carton surfaces, twin peaks — drag to orbit, pinch to zoom
• Live tangent-line overlay — move a point along any curve and watch the exact derivative f'(x) recompute in real time
• Riemann sum overlay — slide from 1 to 60 rectangles and watch the sum converge to the exact definite integral
• Every formula is closed-form and exact — no approximation, no drift

PROBABILITY LAB — PHYSICS DICE
• Toss physics-simulated dice and build a genuine empirical histogram, roll after roll
• Scenarios span dice-sum outcomes, coin-flip binomial trials, and Poisson arrival processes
• Overlay your empirical results against the exact theoretical distribution on the same chart
• Watch the Central Limit Theorem happen live: enough trials and the histogram closes in on the normal curve
• Track empirical mean against theoretical mean at every roll

LEARNING PATH — 4 WORLDS, ~50 LESSONS
• World 1, Functions & Limits: what a function is, families of functions, slope, one- and two-sided limits, continuity, average vs. instantaneous rate of change, exponentials and logs
• World 2, Derivative Lab: the derivative as slope, power/product/quotient/chain rules, higher derivatives, tangent planes and partial derivatives, critical points, related rates, optimization, the Mean Value Theorem
• World 3, Integral Lab: area under a curve, Riemann sums, the definite integral, antiderivatives, the Fundamental Theorem of Calculus, net change, average value, area between curves, volumes of revolution, improper and numerical integration
• World 4, Probability & Distributions: sample space and events, combining probabilities, the two-dice sum, random variables, expected value, binomial and Poisson models, the normal curve
• Every lesson deep-links straight into the matching 3D lab, so theory and visualization reinforce each other

AI TUTOR
• Tap Explain on any surface, formula, or dice distribution and get a plain-language breakdown of exactly what's in front of you — your specific coefficients, your specific slope, your specific mean and standard deviation, not a generic textbook definition

BUILT FOR REAL STUDY, NOT JUST BROWSING
• Progress tracking across every world and lesson, so you always know where you left off
• A limited number of dice rolls each day on the free tier; upgrade to roll without limits, unlock every function family and 3D surface, every lesson, and the AI tutor
• A clean, dark, distraction-free interface built for a late-night study session, not a cluttered graphing-calculator UI
• Monthly and Annual plans, with a 3-day trial on Annual — cancel anytime in your account settings

Calculus and probability are usually taught as two separate walls of formulas to memorize before an exam. Calculus & Probability Lab treats them as one connected, visual subject — build the intuition once, and the formulas stop needing to be memorized at all.

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3D calculus & probability labs: derivatives, integrals, dice stats, AI tutor
Updated on
Jul 27, 2026

Data safety

Safety starts with understanding how developers collect and share your data. Data privacy and security practices may vary based on your use, region, and age. The developer provided this information and may update it over time.
  • This app may share these data types with third parties
    Device or other IDs
  • This app may collect these data types
    Financial info, App activity and 2 others
  • Data is encrypted in transit
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Content rating
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About the developer
MEHMET CANKER
info@hotelplus.ai
OYAKKENT 2 SITESI B7 APT, NO:1 U/8 BASAKSEHIR MAHALLESI ANAFARTALAR CADDESI, BASAKSEHIR 34480 Istanbul (Europe)/İstanbul Türkiye
+90 535 201 20 17

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