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[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Gradient Descent on a Loss Surface
DescentTrajectory
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Stochastic Gradient Descent on Loss Surface
LossSurfaceIntroduction
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Electric Field Lines from Point Charges
OppositeChargeDipole
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Determinant as Area and Volume Scaling
ZeroDeterminantCollapse
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
PCA Dimensionality Reduction
DimensionalityProjection
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Merge Sort Divide and Conquer
BaseCaseHighlight
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Attention Mechanism as Dot-Product Weighting
SoftmaxWeights
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Graph Coloring and Chromatic Number
ProperVertexColoring
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Bias-Variance Tradeoff Visualization
ComplexityTradeoff
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Dynamic Programming Fibonacci Table
SpaceOptimization
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Determinant as Area and Volume Scaling
ColumnVectorsParallelogram
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Attention Mechanism as Dot-Product Weighting
QueryKeyValueSetup
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
PCA Dimensionality Reduction
MeanCentering
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Bias-Variance Tradeoff Visualization
UnderfittingVisualization
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Stochastic Gradient Descent on Loss Surface
NoisyGradientDescent
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Determinant as Area and Volume Scaling
ThreeDVolumeScaling
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Gradient Descent on a Loss Surface
LearningRateComparison
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Bubble Sort Swapping Elements
SortedRegionGrowth
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Dynamic Programming Fibonacci Table
TabulationTableFill
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Wave Superposition and Interference
ConstructiveInterference
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Binary Search on a Sorted Array
HalfElimination
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Bubble Sort Swapping Elements
ElementSwap
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Electric Field Lines from Point Charges
FieldLineDensity
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Divergence and Curl of a Vector Field
VectorFieldGrid
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Normal Distribution and Standard Deviations
Standardization
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Bias-Variance Tradeoff Visualization
OverfittingVisualization
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
PCA Dimensionality Reduction
DataCloud3D
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Vector Addition and Scalar Multiplication
ScalarMultiplication
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Binary Search on a Sorted Array
SearchBoundsSetup
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Vector Addition and Scalar Multiplication
VectorAdditionTipToTail
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Normal Distribution and Standard Deviations
BellCurveIntroduction
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
PCA Dimensionality Reduction
PrincipalComponentArrows
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Divergence and Curl of a Vector Field
CurlRotation
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Wave Superposition and Interference
StandingWavePattern
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Divergence and Curl of a Vector Field
DivergenceFlow
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Vector Addition and Scalar Multiplication
ComponentWiseAddition
manim_sft/moonshotai/kimi-k2.5
[ { "role": "system", "content": "You write Manim Community Edition (manim) Python code only.\n\nRules:\n- Import: `from manim import *` (latest CE API).\n- Never use ManimGL-only APIs: no CONFIG dict, no ShowCreation (use Create),\n no GraphScene/InteractiveScene as in GL β€” use Scene, Axes, NumberPlane, etc...
Hash Table Collision Resolution
DoubleHashing
manim_sft/moonshotai/kimi-k2.5
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