
List of Statistics Equations Latex Code
rockingdingo 20221106 #Binomial #Poisson #Normal Gaussian #Covariance #ChiSquareIn this blog, we will summarize the latex code for statistics equations, ranging from the elementary statistics equations (e.g. mean and variance) to more advanced graduatelevel statistics equations, e.g. Binomial, Poisson, Normal Distribution, ChiSquare Test, etc.
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Cheatsheet of Latex Code for Most Popular Machine Learning Equations
rockingdingo 20220918 #GAN #VAE #KLDivergence #Wasserstein #MahalanobisIn this blog, we will summarize the latex code for most popular machine learning equations, including multiple distance measures, generative models, etc. There are various distance measurements of different data distribution, including KLDivergence, JSDivergence, Wasserstein Distance(Optimal Transport), Maximum Mean Discrepancy(MMD) and so on. We will provide the latex code for machine learning models in the following sections. We will also provide latex code of Generative Adversarial Networks(GAN), Variational AutoEncoder(VAE), Diffusion Models(DDPM) for generative models in the second section.
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List of Probability Distribution Formulas Latex Code
rockingdingo 20230625 #statistics #match #probabilityIn this blog, we will summarize the latex code for Probability Formulas and Equations, including Binomial Distribution, Poisson Distribution, Normal Gaussian Distribution, Exponential Distribution, Gamma Distribution, Uniform Distribution, Beta Distribution, Bernoulli Distribution, Geometric Distribution, Beta Binomial Distribution, Poisson Binomial Distribution, ChiSquared Distribution, Gumbel Distribution, Student tDistribution, Laplace Distribution, etc. And for multivariate distributions, we will also cover Multinomial Distribution, MultiVariate Normal Distribution, MultiVariate Gamma Distribution, MultiVariate tDistribution and others.
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Latex for Atomic Structure Electrochemistry Thermochemistry Chemical Equations and Formulas
rockingdingo 20230528 #Chemistry #Atomic Structure #ElectrochemistryIn this blog, we will summarize the latex code of most popular equations and formulas for Atomic Structure, Electrochemistry, Thermochemistry, Chemistry. The topics include Bohr Radius, De Broglie Wavelength, Linear Momentum, Planck Quantized Energy Equation, Radii of stable orbits in Bohr model, Energy and Principal Quantum Number, Rydberg Equation, Speed of Light, Cell Voltage, Electric Current, Reaction Quotient, Equilibrium Constant and Cell Voltage, Enthalpy Change,Entropy Change, Gibb Free Energy Change, Specific Heat Capacity to Heat Equation, etc.
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Latex for Equilibrium Chemical Equations and Formulas Latex
rockingdingo 20230528 #Chemical #ChemistryIn this blog, we will summarize the latex code of most popular equations and formulas for Equilibrium, Chemistry. The topics include Acid Ionization Constant, Base Ionization Constant, Relationship of Conjugate Acidâ??Base Pair, Negative Logarithms Relationship of Conjugate Acidâ??base Pair, Buffer Design Equation, Gas Pressure and Concentration Relationship, Ion Product Constant for Water, pH and pOH Relationship, pH Definition, pOH Definition, pKa Definition, pKb Definition, pOH and Base Ionization Equilibrium Constant Relationship.
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List of Curves and Shapes Geometry Math Formulas Latex Code
rockingdingo 20230524 #Math #GeometryIn this blog, we will summarize the latex code for Curves and Shapes, Geometry Math Formulas. Topics include Distance Between Two Points 2D, Distance Between Two Points 3D, Eccentricity of a Hyperbola, Eccentricity of an Ellipse, Circle, Hyperbola, Hyperbolic Paraboloid, Parabola, Plane, Sphere, Ellipse, Ellipsoid, Elliptic Cone, Elliptic Cylinder, Elliptic Paraboloid, Spiral of Archimedes, etc.
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Latex for Financial Engineering Mathematics FormulaBrownian Motion Ito Lemma RiskNeutral Valuation
rockingdingo 20230521 #financial engineering #mathematics #financeIn this blog, we will summarize the latex code of most popular formulas and equations for Financial Engineering Formula and Equation (ContinuousTime Finance). We will cover important topics including Standard Brownian Motion (SBM), Geometric Brownian Motion (GBM), Ito Lemma, Stochastic Integrals, Solutions to Some Common SDEs, Brownian Motion Variation, Stock Prices as a GBM, Stock Prices are Lognormal, Sharpe Ratio and Hedging, The BlackScholes Equation, RiskNeutral Valuation and Power Contracts.
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Latex for Financial Engineering Mathematics Formula and Equations (ContinuousTime Finance)
rockingdingo 20230514 #Financial Engineering #Mathematics #FinanceIn this blog, we will summarize the latex code of most popular formulas and equations for Financial Engineering Formula and Equation (ContinuousTime Finance). We will cover important topics including Standard Brownian Motion (SBM), Geometric Brownian Motion (GBM), Ito Lemma, Stochastic Integrals, Solutions to Some Common SDEs, Brownian Motion Variation, Stock Prices as a GBM, Stock Prices are Lognormal, Sharpe Ratio and Hedging, The BlackScholes Equation, RiskNeutral Valuation and Power Contracts.
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Latex Code for Microeconomics, Economics Formula and Equation
rockingdingo 20230514 #Economics #MicroeconomicsIn this blog, we will summarize the latex code of most popular formulas and equations for Microeconomics, Economics. We will cover important topics, including Allocative Efficiency Condition, Annuities Due, Average Fixed Cost, Average Product, Average Revenue, Average Total Cost, Average Variable Cost ,Compound Interest, CrossPrice Elasticity of Demand, Effective Rate, Elasticity of Supply, Factor of Production Hiring Rule, Future Value of Ordinary Annuities Marginal Cost, Marginal Revenue Product, Present Value of Ordinary Annuities, Simple Interest ,Distributive Efficiency Condition, Gini Coefficient, Marginal Factor Cost MFC, Marginal Product of Labor, Marginal Revenue, Marginal Revenue Product of Labor MRPL, Optimal Combination of Resources Condition, Optimal Consumption Rule, Price Elasticity of Demand, Price for a Competitive Firm, Production Efficiency Condition, Profit, ProfitMaximizing Output Level, Slope of the Total Product Curve, Socially Optimal Level of Output, Total Costs, etc.
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List of Quantum Physics Formulas Equations Latex Code
rockingdingo 20230406 #physics #quantumIn this blog, we will introduce most popuplar formulas in Quantum Physics. We will also provide latex code of the equations. Topics of Quantum Physics include Black Body Radiation, The Compton Effect, Quantum Wave Functions, Operators in Quantum Physics, The Uncertainty Principle, The SchrÃ¶dinger Equation, Parity, The Tunnel Effect, Harmonic Oscillator, Angular momentum, Spin, the Dirac Formalism, and so on.
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List of Physics Oscillations Formulas, Equations Latex Code
rockingdingo 20230326 #physics #oscillations #waveIn this blog, we will introduce most popuplar formulas in Oscillations, Physics. We will also provide latex code of the equations. Topics include harmonic oscillations, mechanic oscillations, electric oscillations, waves in long conductors, coupled conductors and transformers, pendulums, harmonic wave, etc.
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List of Physics Mechanics Formulas, Equations Latex Code
rockingdingo 20230320 #physics #mechanicsIn this blog, we will introduce most popuplar formulas in Mechanics, Physics. We will also provide latex code of the equations. Topics include velocity, stress, speed of sound, newton second law(force), shear_modulus, angular momentum, centripetal acceleration, continuity equation, displacement , Hydraulic Lift, Speed of sound waves in a fluid, etc.
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List of Differential Equations Formulas Latex Code
rockingdingo 20230128 #math #differential equations #laplace #besselIn this blog, we will summarize the latex code for differential equations formulas, including diffusion (conduction) equation, wave equation, heat equation, laplace equation, Legendre's equation, Bessel's equation, Spherical Harmonics Equation, etc.
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List of Physics Formulas Latex Code: Electricity & Magnetism (Graduate Level Physics)
physics_master 20221224 #physics #electricity #magnetismIn this blog, we will introduce most popuplar physics formulas in Electricity & Magnetism. This blog covers topics, including the Maxwell equations, force and potential, Gauge Transformations, Energy of the Electromagnetic Field, etc.
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List of Calculus Formulas Latex Code (First Part: Limits, Differentiation)
rockingdingo 20221204 #calculus #differentiation #MathIn this blog, we will summarize the latex code for basic calculus formulas, including Limits, Differentiation and Integration. For limits formulas, we will cover sections including: L'Hospital Rule, Limits of Power, Limits of xln(x), Limits of x^{n}/n!. For differentiation formulas, we will cover Differentiation of Polynomial Function, Chain Rule for Differentiation, Differentiation of Multiplication, Differentiation of Division, Differentiation of Trigonometric formulas (sin, cos, tan, sec), and Differentiation of Hyperbolic formulas (sinh, cosh, tanh, sech, coth, cosech).
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Cheatsheet of Latex Code for Reinforcement Learning Equations
rockingdingo 20220718 #rl #reinforcement learningIn this blog, we will summarize the latex code of most fundamental equations of reinforcement learning (RL). This blog will cover many topics, including Bellman Equation, Markov Decision Process(MDP), Partial Observable Markov Decision Process(POMDP), DQN, A3C, etc.
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Cheatsheet of Latex Code for Financial Engineering and Quantitative equations
rockingdingo 20220718 #financial engineering #blacksholesIn this blog, we will summarize the latex code of most popular equations for financial engineering. We will cover important topics, including BlackScholes formula, Value at Risk(VaR), etc.
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Cheatsheet of Latex Code for Graph Neural Network(GNN) Equations
rockingdingo 20220717 #graph neural network #gnn #gcn #gat #graphsageIn this blog, we will summarize the latex code of equations of Graph Neural Network(GNN) models, which are useful as quick reference for your research. For common notation, we denote G=(V,E) as the graph. V as the set of nodes with size V=N, and E as the set of N_e edges as E = N_e. A is denoted as the adjacency matrix. For each node v, we use h_v and o_v as hidde state and output vector of each node.
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Cheatsheet of Latex Code for Transfer Learning Equations
rockingdingo 20220717 #machine learning #transfer learning #domain adaptation #DomainAdversarial Neural NetworksIn this blog, we will summarize the latex code of most fundamental equations of transfer learning(TL). Different from multitask learning, transfer learning models aims to achieve the best performance on target domain (minimized target domain test errors), not the performance of source domain. Typical transfer learning methods including domain adaptation(DA), feature subspace alignment, etc. In this post, we will dicuss more details of TL equations, including many subareas like domain adaptation, Hdivergence, DomainAdversarial Neural Networks(DANN), which are useful as quick reference for your research.
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Cheatsheet of Latex Code for MultiTask Learning Equations
rockingdingo 20220711 #mtl #multitask learning #mmoe #pleIn this blog, we will summarize the latex code of most fundamental equations of multitask learning(MTL) and transfer learning(TL). MultiTask Learning aims to optimize N related tasks simultaneously and achieve the overall tradeoff between multiple tasks. Typical network structure include sharedbottom models, CrossStitch Network, MultiGate Mixture of Experts (MMoE), Progressive Layered Extraction (PLE), Entire Space MultiTask Model (ESSM) models and etc. Different from multitask learning. In the following sections, we will dicuss more details of MTL equations, which is useful for your quick reference.
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Cheatsheet of Latex Code for Most Popular Recommendation and Advertisement Ranking module Equations
rockingdingo 20220620 #recommendation #advertisement #ranking #sequential modellingRanking is a crucial part of modern commercial recommendation and advertisement system. It aims to solve the problem of accurate clickthrough rate(CTR) prediction. In this article, we will provides some of most popular ranking equations of commercial recommendation or ads system.
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Cheatsheet of Latex Code for Most Popular Natural Language Processing Equations
rockingdingo 20220503 #nlp #latex #bertCheatsheet of Latex Code for Most Popular Natural Language Processing Equations
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List of Coordinate Systems Geometry Math Formulas Latex Code
rockingdingo 20230523 #Geometry #MathIn this blog, we will summarize the latex code for Geometry Coordinate Systems, Math Formulas. Topics include Cartesian to Cylindrical Coordinates, Cartesian to Polar Coordinates, Cartesian to Spherical Coordinates, Cylindrical to Spherical Coordinates, etc.
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List of Geometry Math Formulas and Equations Latex Code
rockingdingo 20230522 #geometry #mathIn this blog, we will summarize the latex code for Geometry, Math formulas and equations. Topics include Area of a Circle, Area of a Parallelogram, Area of a Rectangle, Area of a regular Polygon, Area of a Rhombus, Area of a Sector, Area of a Square, Area of a Trapezoid, Area of a Triangle,Area of an Ellipse, Area of an Equilateral Triangle.
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Latex for Financial Engineering Mathematics Formula MonteCarlo Simulations and Interest Rate Models
rockingdingo 20230521 #financial engineering #mathematics #financeIn this blog, we will summarize the latex code of most popular formulas and equations for Financial Engineering Formula and Equation MonteCarlo Simulations and Interest Rate Models. We will cover important topics including MonteCarlo Simulations, Bonds and Interest Rates, BlackDermanToy (BDT) model and CoxIngersollRoss (CIR) model.
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Latex for Financial Engineering Mathematics Formula (Forwards Puts and Calls)
rockingdingo 20230514 #Financial EngineeringIn this blog, we will summarize the latex code of most popular formulas and equations for Financial Engineering Formula and Equation part IForwards, Puts, and Calls. We will cover important topics including Forwards, PutCall Parity, Calls and Puts with Different Strikes, Calls and Puts Arbitrage, Call and Put Price Bounds, Varying Times to Expiration, Early Exercise for American Options, etc.
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Latex Code for MacroEconomics Formula and Equation
rockingdingo 20230514 #Economics #MacroEconomicsIn this blog, we will summarize the latex code of most popular formulas and equations for EconomicsMacroEconomics. We will cover important topics, including Investment, Aggregate Expenditure Without Government or Foreign Sectors, Marginal Propensity to Consume MPC, Marginal Propensity Save MPS, Sum of Marginal Propensity to Save and Marginal Propensity to Consume, Autonomous Spending Multiplier, Balanced Budget Multiplier, Banks Reserve Ratio, Budget Deficit, Financial Account Balance, Consumer Price Index CPI, Consumption Function, CurrentAccount Balance, Equality of Leakages and Injections, Equation of Exchange, Gross Domestic Product GDP, Gross Domestic Product Deflator, Inflation Between Two Years, Merchandise Trade Balance, Nominal Interest Rate, Real GDP, Real Interest Rate, Tax Multiplier, Unemployment Rate, etc.
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List of Physics Thermodynamics Formulas, Equations Latex Code
rockingdingo 20230329 #physics #thermodynamicsIn this blog, we will introduce most popuplar formulas in thermodynamics, Physics. We will also provide latex code of the equations. Topics include thermodynamics, heat capacity, conservation of energy, nernst's law, maxwell relations, adiabatic processes, isobaric processes, throttle processes, The Carnot Cycle, phase transitions, thermodynamic potential, ideal mixtures, thermodynamics statistical basis, etc.
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List of Physics Optics Formulas, Equations Latex Code
rockingdingo 20230326 #physics #opticsIn this blog, we will introduce most popuplar formulas in Optics, Physics. We will also provide latex code of the equations. Topics include Bending of light, Snell's law, Fermat's principle, Paraxial geometrical, Mirrors, Magnification, Matrix Methods, Reflection and Transmission, Fresnel Equations, Polarization of Optics, Prisms and Dispersion, Diffraction, Birefringence and Dichroism, Retarders: waveplates and compensators, FabryPerot interferometer, etc.
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List of Physics Wave Formulas, Equations Latex Code
rockingdingo 20230326 #physics #waveIn this blog, we will introduce most popuplar formulas in Wave, Physics. We will also provide latex code of the equations. Topics include Wave Equation, Plane Waves, Spherical Waves, Cylindrical Waves, The general solution of Wave Equation, The Stationary Phase Method, Green functions for the initialvalue problem, Waveguides and resonating cavities, Nonlinear wave equations, etc.
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Introduction to GPT (Generative Pretrained Transformer) Models, GPT4,ChatGPT Equations and Latex Code
rockingdingo 20230322 #gpt #gpt4 #chatgpt #gpt3In this blog, we will summarize the latex code of most fundamental equations of GPT (Generative Pretrained Transformer) Models. This blog will cover many popular GPT models, including GPT1, GPT2, GPT3, GPT4, InstructGPT, ChatGPT, etc.
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List of Complex Variables Formulas Latex Code
rockingdingo 20230312 #Complex Variables #Conjugate #Power SeriesIn this blog, we will summarize the latex code for complex variables formulas, including complex numbers, De Moivreâ??s theorem and power series for complex variables e^{z}, sin(z), cos(z), ln(1+z), (1+z)^{n}, etc.
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List of Series Formulas Latex Code
rockingdingo 20230128 #math #series #taylor #binomialIn this blog, we will summarize the latex code for series formulas, including arithmetic and geometric progressions, convergence of series: the ratio test, Binomial expansion, Taylor and Maclaurin Series, Power Series with Real Variables e^{x},ln(1+x),sin(x),cos(x), Plane Wave Expansion, etc.
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List of Physics Relativity Formulas Latex Code(First Part)
rockingdingo 20230124 #physics #relativity #einsteinIn this blog, we will introduce most popuplar physics formulas in Relativity. We will also provide latex code of the equations. Topics include the Lorentz transformation, red and blue shift, general relativity, Riemannian Tensor and Einstein Field Equations, etc.
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List of Linear Matrix Algebra Formulas Latex Code
math_beginner 20230116 #math #matrix #algebra #eigenvalues #determinantsIn this blog, we will summarize the latex code for linear matrix algebra formulas, including matrix multiplication, transpose, inverse matrix, determinants, hermitian matrices, determinants, eigenvalues and eigenvectors, orthogonal matrices, etc.
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DeepNLP Equation Workspace: Manage, Edit, Share and Display Your Equations.
rockingdingo 20221205 #equation editor #share #edit #displayIn this blog, we will introduce the DeepNLP Equation workspace, which helps users better manage, edit, share and display their equations. In the platform, users can manage their equations and latex code in a personal workspace, which enables users to create new equations (with latex code, personal tags), edit and save equations. It also creates a URL of your equation, which can be shared to the collaborators. In the following sections, we will give you the step by step instructions on how to create, edit and share an equation. Once you finish add the equation, you can copy the latex code of your equation to clipboard and paste the code to your preferred latex file system, e.g. Overleaf, etc.
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List of Calculus Formulas Latex Code (Second Part: Integration)
rockingdingo 20221204 #Math #calculus #integrationIn this blog, we will summarize the latex code for basic calculus formulas, including Limits, Differentiation and Integration. For integration formulas, we will cover the topic as standard form of integration, integration of 1/x, ln(x), Exponential e^{ax}, xe^{ax}, Integration by Parts, Differentiation of an Integral, Dirac Delta Function, etc.
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Knowledge Graph Link Prediction Equations And Latex Code
rockingdingo 20221023 #Knowledge Graph #Link Prediction #KGIn this blog, we will summarize the latex code of most fundamental and popular knowledge graph (KG) Equations, with special focus on the link prediction tasks. We will cover a wide range of models, including TransE, TransR, TransE, RotatE, SME(Linear), SimplE etc. Knowledge Graph consists of a set of triples [(h, r, t)]. h and t denotes the head node and tail node respectively. And r denotes multiple relation types. One common solution to the link prediction tasks is to learn lowdimensional embeddings of entities(E) and relations (R), and infer the missing part of [(?, r, t), (h, ?, t), (h, r, ?)].
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FewShot Learning And ZeroShot Learning Equations Latex Code
rockingdingo 20221023 #FewShot #ZeroShot #MAML #ProtoNets #Bregman DivergencesIn this blog, we will summarize the latex code of most fundamental equations of FewShot Learning and ZeroShot Learning. FewShot Learning learns from a fewlabelled examples and better generalize to unseen examples. Typical works includes Prototypical Networks, ModelAgnostic MetaLearning (MAML), etc.
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Latex Code for Diffusion Models Equations
rockingdingo 20220918 #Diffusion #VAE #GAN #Generative ModelsIn this blog, we will summarize the latex code of equations for Diffusion Models, which are among the topperforming generative models, including GAN, VAE and flowbased models. The basic idea of diffusion models are to inject random noise to the feature vector in the forward process as markov chain models, and in the reverse process gradualy reconstruct the feature vector for generation. See below blogpost as reference for more details: Weng, Lilian. (Jul 2021). What are diffusion models? Lilâ??Log. lilianweng.github.io/posts/20210711diffusionmodels/
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Cheatsheet of Latex Code for Kernel Methods and Gaussian Process
rockingdingo 20220711 #kernel #svm #gaussian process #gp #deep kernel learningIn this blog, we will summarize the latex code of most popular kernel methods and Gaussian Process models, including Support Vector Machine (SVM), Gaussian Process (GP) and Deep Kernel Learning(DKL).
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Cheatsheet of Latex Code for Most Popular Causual Inference and Uplift modelling Equations
rockingdingo 20220710 #causal inference #uplift modelling #auuc #qiniCheatsheet of Latex Code for Most Popular Causual Inference and Uplift modelling Equations
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