
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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4 tips to use ChatGPT style Financial Chatbot to facilitate your daily financial work
rockingdingo 20231202 #Financial Chatbot #Stock Price #ChatGPTIn this blog, we are introducing how you can use financial chatbot and AIassistant writer to help you facilitate daily financial work, such as getting realtime stock price quote from global markets (US: NYSE,NASDAQ; China: HKEX, Shanghai,Shenzhen, etc.), consulting investment advice, consensus ratings and target price of stocks from analysts of multiple organizations (Schwab.com, MarketBeats, Zacks.com) and compare them, finding the meaning of complicated financial terms such as CPI, Put Option, Sharpe Ratio. You can also use ChatGPT to act as personally financial assistant, track your portfolio's stock names and show realtime changes. For content generation, you can use the AIWriter assistant to facilitate writing reports, which integrates many APIs and other ChatGPT style Large Language Model to automatically generate text contents such as market research, financial reports of listed companies, etc.
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KDD2023 Hot Retrieval Papers Full List
rockingdingo 20230901 #KDD2023 #recommendation #retrievalThis blog summarizes the latest research development of Retrieval papers published in KDD2023 conferences. This year there are total 8 papers related to Retrieval in KDD2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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KDD2023 Hot GNN Papers Full List
rockingdingo 20230901 #KDD2023 #knowledge graph #GNNThis blog summarizes the latest research development of GNN papers published in KDD2023 conferences. This year there are total 9 papers related to GNN in KDD2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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KDD2023 Hot Knowledge Graph Papers Full List
rockingdingo 20230901 #KDD2023 #knowledge graph #GNNThis blog summarizes the latest research development of Knowledge Graph papers published in KDD2023 conferences. This year there are total 11 papers related to Knowledge Graph in KDD2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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KDD2023 Hot Recommendation Papers Full List
rockingdingo 20230901 #KDD2023 #recommendation #advertisementThis blog summarizes the latest research development of Recommendation papers published in KDD2023 conferences. This year there are total 44 papers related to Recommendation in KDD2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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ACL2023 Hot Dialogue and Larget Language Models Papers List
rockingdingo 20230831 #ACL2023 #nlp #dialogue #llmThis blog summarizes the latest research development of dialogue and large language models (LLM) papers published in ACL2023 conferences. This year there are total 79 papers related to dialogue in ACL2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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ACL2023 Hot Text Summarization Papers Full List
rockingdingo 20230831 #nlp #ACL2023 #text summarizationThis blog summarize the latest research development of summarization papers published in ACL2023 conferences. This year there are total 49 papers related to summarization in ACL2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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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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20 Tricks to Tell if Omega Watch is Real or Fake
fashion_watch 20230618 #Omega #SEAMASTER #SPEEDMASTER #DE VILLEThe 20 useful tricks to tell if Omega watch is real or fake. This guidance is applied to almost all Omega models, including SEAMASTER, SPEEDMASTER, DE VILLE, CONSTELLATION, etc. First of all, you can check the Omega Watch Appearance, including Metallic logo VS Paint Print Logo, Serial Number, Letters Engraved Have Clear Edges, Letters of Calendar, Movement Has Only One Claw, Shape of the Engraved Graphics, Letters engraved inside panel are deep and clear, Hands should be Sharp. Secondly, you can perform detailed examination of the Omega Movement, including popular models of 8500, 8800, 9300 movements.
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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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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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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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20 Tricks to Tell if Rolex Watch is Real or Fake
fashion_watch 20220605 #ROLEX #FASHION #AIRKING #GMTMASTERII #YACHTMASTERII #SUBMARINER #DAYDATE20 Tricks to Tell if Rolex Watch is Real or Fake
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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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CrossDomain Recommendation in Commercial Recommendation System With application of MMD and Wasserstein distance
rockingdingo 20210725 #cross domain recommendation #mmd #wassersteinCrossDomain Recommendation in Commercial Recommendation System With application of MMD and Wasserstein distance
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Deep Candidate Generation (DeepMatch) Algorithm in recommendation
rockingdingo 20210725 #deep candidate generation #deepmatch #recommendation #vector retrievalIn this post, we will talk about some realworld applications of deep candidates generation (vectorretrieval) models in the matching stage of recommendation scenario. Commercial recommendation system will recommend tens of millions of items to each user. And the recommendation process usually consists of two stages: The first stage is the candidate generation(matching) stage, a few hundred candidates are selected from the pool of all candidate items. The second stage is the ranking stage in which hundreds of items are ranked and sorted by the ranking score. Then the top rated items are displayed to users.
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Tensorflow并行：多核(multicore)，多线程(multithread)
rockingdingo 20191001 #tensorflow #并行 #多核 #多线程 #parallelism #multicore利用tensorflow训练深度神经网络模型需要消耗很长时间，因为并行化计算就为提升运行速度提供了重要思路。Tensorflow提供了多种方法来使程序的并行运行，在使用这些方法时需要考虑的问题有：选取的计算设备是CPU还是GPU，每个CPU多少核的资源并行计算，构建图Graph时消耗资源如何分配等等问题。下面我们以Linux多核CPU的环境为例介绍几种常见方法来提升你的tensorflow程序的运行速度。
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Tensorflow C++ API调用预训练模型和生产环境编译
rockingdingo 20181101 #tensorflow #cpp #c++ #build #nlp #deep learning研究如何打通tensorflow线下python脚本训练建模，线上生产环境用C++代码直接调用预先训练好的模型完成预测的工作，而不需要用自己写的Inference的函数。因为目前tensorflow提供的C++的API比较少，所以参考了几篇已有的日志，踩了不少坑一并记录下来。写了一个简单的ANN模型对Iris数据集分类的Demo。
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3 steps to create Financial Chatbot powered by ChatGPT Part 1
rockingdingo 20231112 #Financial Chatbot # ChatGPT # Stock PriceIn this blog, we will show you 3 easy steps to create your personal financial chatbot assistant powered by ChatGPT. ChatGPT is Large Language Model (LLM) based Artificial Intelligent service created by OpenAI company, who just released their latest Assistant API for chatbot creation. These AI assistants are very useful in financial industries. Common use cases include: Generating realtime stock price quotes, Analyzing financial data, Providing investment advices, generating summary of financial reports, etc. Keywords: Financial Chatbot, Financial ChatGPT, Chatbot Stock Price, Chatbot NYSE, Chatbot.
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How to write a Financial Chatbot First Part 3 steps to crawl Hong Kong Stock Market (HKEX) realtime stock quotes
rockingdingo 20231016 #financial #chatbot #stock quotesIn this blog, we will show you how simple it is to write a python spider to crawl realtime stock quotes from Hong Kong Stock Market (HKEX) official website. We will use the common python lib "requests" and "BeautifulSoup". And the complete code is also attached to this blog. We use Tencent(stock code: 700) as an example to show you how to to download the realtime stock price quote from HKEX's official website
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ACL2023 Hot Speech Papers Full List
rockingdingo 20230831 #nlp #ACL2023 #speechThis blog summarizes the latest research development of speech papers published in ACL2023 conferences. This year there are total 54 papers related to speech in ACL2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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ACL2023 Hot Retrieval Papers Full List
rockingdingo 20230831 #nlp #ACL2023 #retrievalThis blog summarizes the latest research development of retrieval papers published in ACL2023 conferences. This year there are total 76 papers related to retrieval in ACL2023. Most of the authors' affiliations are top research institutes (Google Research, DeepMind, Meta FAIR) and universities (Stanford, Berkeley, MIT, CMU and others).
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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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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 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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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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Introduction to On Device Recommendation (Edge Recommendation)
rockingdingo 20221202 #on device #edgerec #Taobao #Alipay #Meituan #KuaishouIn this blog, we will give you a brief introduction of most recent progress in OnDevice Recommendation (Edge Recommendation) in realworld applications. Mobile AI systems and applications have been more popular due to increasing number of mobile devices and technology developments in deep learning based methods, e.g. model compression, distillation and so on. In recent years, ondevice recommendations have enpowered many Mobile Apps to better respond to users' most realtime behaviors on mobile deivces, including clicks, scrolldonwns, likes, and many others. We will introduce three applications, including EdgeRec in Taobao, searchbar background words reranking in Alipay, search result reranking in MeituanDianping, shortvideo recommendation in KuaiShou, TfLite Implementation of Tensorflow, 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 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 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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