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Matplotlib

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Matplotlib Alternatives

#1 MathCad

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MathCad is computer software designed for presenting equations and mathematical models. It is a beneficial software in many industries to show a range of data related to work processes, research, and development. Some of the prominent features of the software include the ability to render graphics and charts in 2-dimensions.

It also allows for laying out algebraic equations with variables and describing their use. Engineers and scientists mostly use the software to create and solve computations and complexities that require strategic dealing. MathCad solution automatically resolves equations and having the WYSIWYG concept that displays how outcomes look after processing data entered.

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#2 SageMath

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SageMath is such an application that helps to make symbolic calculations, basic and advanced math, algebra equations, and calculus. Bearing 2D and 3D visualization, it includes plotting traits. It can be utilized in different fields of engineering, mathematics, and cryptography.

SageMath is such a service that assists symbolic calculations, basic or modern math or algebra equations or calculus. It comes with 2D and 3D visualization and founding features. SageMath can be made use in some distinct fields of engineering, cryptography, mathematics.

#3 Maxima

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Maxima is a service allowing you to create math calculations, use formulas, proceed with expressions (various sorts of equations, matrices, vectors, etc.). It is available for all leading platforms and developed in the Common Lisp programming language.

Having this tool, you can draw numerical and symbolic calculations. Maxima is the name of an advanced level of computer algebra system for performing the professional level of computing and mathematical functions. The professional mathematician’s design maxima for the other mathematicians.

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#4 SMath Studio

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SMath Studio is a service that assists in generating and solving math equations, formulas graphs from functions, and, generally, proceeds and solve various math calculations. It aids numeric and symbolic information and contains all set features. The solution can also work with matrices and vectors, unlimited and other math ideas.

SMath Studio forms various operations and applies occupations, taking in logarithms, trigonometric tasks, rearrange matrices, and more. With this app, you can save information as an HTML file, and copy data from other documents and interface is available in many languages.

#5 Mathematica

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Mathematica is the name of a modern-day technical computing program for the professionals of all levels who have to deal frequently with scientific-based data. Based on the state of the art technologies, Mathematica is available for the web, smartphone systems in addition to a desktop copy. Most of the digital algebra computing systems available on the internet are designed to solve the classical mathematical issues.

However, the same is not right in the case of Mathematica as it is intended to solve the modern technical computing. Have a glance at what is available in the Mathematica or what Mathematica is?

#6 Mathomatic

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Mathomatic is a free computer algebra system that is an expert in solving and simplifying algebraic and computation issues. This program is an expert in dealing and comparing the algebraic equations and performing modular, polynomial arithmetic, and complex number along with standard arithmetic.

It will perform all types of symbolic functions like calculus, Taylor series, extrema, numerical integration, and deals all elementary algebra except logarithms. Except for logarithms, all services can be easily performed by the Mathomatic.

#7 Doronix Math Toolbox

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Doronix Math Toolbox is a digital numerical computing environment that used the same programming language that is being deployed by the MATLAB. It supports the matrix manipulations, plotting of functions data, the creation of user functions, implementation of algorithms and import and export CSV files, and much more.

The best about Doronix Math Toolbox is that it is specially designed for teachers and college students. It delivers easy to use functions, unlike most of the advanced computing programs.

#8 MathJournal

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MathJournal is a dedicated platform for the tablet PC for resolving the complex mathematical problems. The application for the smartphone is also available by the MathJournal. The best thing about MathJournal is that it provides a graphical and mathematical solution in a straightforward and clean environment.

In addition to math problems, this program is an expert in solving engineering problems, as well. You can use this product for both personal and commercial purposes. You can even use this program for your manufacturing and designing business, as well.

#9 WIRIS cas

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WIRIS CAS is a web-based program for mathematical calculations. It is mainly designed for educational purposes, and you can use it for performing the advanced level of computational and mathematics functions. In addition to a web-based environment, WIRIS CAS is available for the desktop environment, as well.

By using the online platform, you can easily access it from the toolbar via an HTML page that already integrates limits calculation, integrals, function graphing in two dimensional & three dimensional and symbolic matrices manipulation and much more.

#10 Mathics

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Mathics is a general-purpose computer algebra system that is designed to deliver a powerful functional programming language to its users. It is a program used in a large scale project and calculations, at least not as the main framework but rather as a tool for quick explorations and in educating people.

Some of the key features and functions of the Mathics are the availability of system driven by pattern matching and rules application, rationals, complex numbers, arbitrary precision arithmetic, lots of list and structure manipulation routines, an interactive GUI for enjoying all features and functions of Mathics, etc.

#11 FriCAS

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FriCAS is the name of an advanced and professional level of computer algebra system for the mathematicians, scientists, and engineers. The exceptional about FriCAS is the capabilities that this platform can perform. Some of these are performing calculus and algebra functions.

It can even plot functions and has an integrated help system, as well. FriCAS is designed to support standard GNU build and installation conventions. If you have sources and prerequisites, configure and make the installation. The way of working of FriCAS is effortless and effective. Although it is not as advanced as compare to most of the computational programs available over the internet.

#12 Xcos

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Xcos is a graphical editor designed to perform the hybrid dynamical systems models. It is a digital computational and mathematical program. The best about Xcos is that its support for all mathematical activities like signal processing, hydraulics, electrical, integral, derivative, and much more.

All these mentioned supports by the Xcos make it a cross-functional program that can be used by professionals of any field. Some of the key features and functions of the Xcos are standard palettes & blocks, model building & edition, model customization, and simulation.

#13 Cadabra

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Cadabra is the name of a universal computer algebra system designed for those users looking for the solution to problems encountered in the filed theory. The exceptional about Cadabra is that it has a wide range of functionality for tensor computer algebra and tensor polynomial simplification, including multi-term symmetries, fermions, and anti-commuting variables, etc.

The input format of Cadabra is a subset of TeX. Both graphical interface and command line are interfaces available in the Cadabra. Some of the key features are input & output using TeX notation, designed for field theory problems, capable of handling anti-commuting & non-commuting objects without special notations for their products, powerful tensor simplification algorithms, and much more.

#14 SAS Advanced Analytics

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SAS Advanced Analytics is a leading cloud-based Business Intelligence software designed for businesses of all sizes across various industries. The software provides clear and streamlined data analysis that helps for analyzing large datasets, and the structure makes it simple to uncover any issues with the syntax.

It offers simple data preparation that allows you to interact with your data quickly and intuitively uses dynamic charts and graphs to understand key relationships. With SAS Advanced Analytics you can take the guesswork out of building models that are both stable and accurate using proven techniques and drag-n-drop interface that’s both powerful and easy to use.

#15 IBM Watson Studio

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IBM Watson Studio is a software that helps scientists in analyzing and preparing the data models around the cloud-based system and the desktop-based system. IBM Inc. powers it. And it is currently working with various platforms around the globe, preparing the data and source code, and giving visual modeling of the product.

The platform is intuitive and built with a trained artificial intelligence model that gathers the data. It prepares an analysis that is accessible on flexible multi-cloud architecture and provides capabilities that boost the business performance and simplify the enterprise data science with the AI model.

#16 Sparx Systems Enterprise Architect

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Sparx Systems Enterprise Architect is a simple yet powerful visual modeling and design software solution that enable users to model business processes, design and create software system and model-industry-based domains.

It is a complete solution that allows users to stay in control of their workspace, collaborator, and build confidence within their most complicated projects, and support colleagues and team. Enterprise Architect’s enterprise-wide solution streamlines the visualization, testing, modeling, analysis, and maintenance of processes, systems, and architecture.

#17 Alphalens

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Alphalens is a comprehensive python library that is designed for the performance analysis of predictive stock factors. This project works in collaboration with the open-source Zipline backtesting library and Pyfolio that will, in turn, be valuable for providing performance and risk analysis of the financial portfolios. With this, you have the ability to calculate and define the risk factors used to make your portfolio.

The purpose of Alphalens here is to the most authentic figures and plots related to the alpha-factor that include return analysis, turnover analysis, grouped analysis, and information coefficient analysis. Alphalens is making this extremely easier to design your trading algo for automating your trading strategies having universe selection, single alpha-factor modeling, risk model, portfolio construction, and execution.

#18 Backtrader

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Backtrader is a complete and advanced python framework that is used for backtesting and trading. The platform comes with the extensive approach to write reusable trading strategies, indicators, and analyzers rather than consuming time on building infrastructure. Backtrader is facilitating you with the build-in support for sources like database sources, interactive brokers, Yahoo Finance, Oanda V1, and more. More importantly, you can get an unlimited number of simultaneous data feeds that can be run at the same time.

The platform leverage you with the backtesting that will be valuable for the strategy evaluation, and you have the ability to use modify, audit, and share with the GitHub open-source library. There are multiple features for your support that include timeframe mixing, integrated resampling, continuous cash adjustment, custom slippage, fund mode, user-defined commission, a variety of order generation methodologies, a performance analyzer, and many more.

#19 CloudQuant

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CloudQuant is an advance algo trading data providing platform that is designed for the professional to design and test trading algorithms to automate their strategies. The platform surfaces the real-valued data via with the help of API or excel. With CloudQuant, it is now possible to perform streamlined analysis and integration in just a matter of seconds. The platform is unleashing the potential alternative data to serve financial organizations and B2B clients, whether it be managers, investment researchers, data scientists, and others.

The platform is making things a lot easier for you in accessing the prospective datasets with unified API having data science tools, excel, and programing languages framework. There impressive feature of this platform is dataset catalog, complete data intelligence, data showcasing, live streaming, historical point-in-time data, access to liberator datasets, and more to add. In short, the platform is equally good for both buyers and sellers, and they will have the leverage of whitepapers, covering everything about the datasets.

#20 Streak.world

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Streak.world is one of the leading algo trading platforms, allowing you to design an algorithm to automate your trading strategies without any coding skills needed. Streak is a platform where things are easier because you have the ability to associate your accounts to send orders. With this alluring platform, the professionals have the ability to strategize every trade and get the right control over your portfolio. The platform provides you benefits like customize your watch lists, technical summary, create algo, live alerts, buy and sell across exchanges, and more to add.

It does not matter whether you are starting for the very first time or pro; get access to the top-notch strategies created by the team of experts. One unified place and get all the financial data will be transparently available to you. The platform is delivering high-class support to you with its algorithm backtesting tool and financial data. The unique thing about this platform is its simulation that will be the key to have competitive market insights having more than eight exchanges for cryptocurrencies.

#21 QuantRocket

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QuantRocket is an all-in-one end-to-end data trading platform and is securing your connection to other trading applications that will be the key to query data and submit orders. The platform is providing you strategic software for data-driven traders, so they will be able to research and trade quantitative strategies in the global market courtesy of having a python framework. QuantRocket is all set to deliver the trading algorithms that will provide you with can mechanized approach to implement your trading plans.

This trading platform features support from data collection to backtesting to live trading and performance tracking. The professionals have the ability to design algorithms and deploy live right to your brokerage. Moreover, QuantRocke is providing ironic support for open-source Python backtesters and, more importantly, use the desired plugin for your backtester that will be possible due to architecture based on modular and microservice.

#22 Gekko Plus

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Gekko Plus is one the legit trading platform that is providing best-in-class services to run Gekko strategies and trading bots in the cloud having premium support. The platform is revolutionizing the smart way for you to invest, and you will be able to manage trading and risk better. When you come to Gekko Plus, the very first thing that comes to your mind is no technicalities whatsoever, and you have easy access to strategies that are created by a team of experts.

Moreover, you have a straightforward way to test performance based on historical data. Gekko Plus seems to be the most reliable trading bot for you, providing a unified way to access all of your trading bots. There is no hassle to use this program; all are required to choose a strategy that corresponds to your trading style. Then test outperformance with the help of a reliable backtest engine that will make things under control via quickly test-out configurations and exchanges. Finally, you are all set to start live trading with just a single click and get alluring real-time insights into your strategy.

#23 Quantreex

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Quantreex is a futuristic web-based trading platform that comes with the most alluring way to design trading algorithms that will be the key to automate your trading strategies. The platform provides rich data and analysis so you can manage your trade better with a minimum risk involvement as far as your trading strategy is concerned. There is no code involvement whatsoever, just create advance automated trading strategies, and you can backtest, optimize, and trade instruments at the same time courtesy of the technical indicators support.

The thing that makes Quantreex more superior is its framework which is intuitive and sleek, letting you build strategies in a couple of minutes. Moreover, there is an optimization engine providing you an extravagant approach to backtesting your strategies, covering a variety of instruments and markets. Another important thing about Quantreex is its artificial intelligence and machine learning that means a lot for your discovery process. Furthermore, you have the advantage of a live trading execution engine, executing and monitoring trading strategies in a robotic fashion across various brokers.

#24 Pyfolio

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Pyfolio is a world-class python library that is all for the performance and risk analysis for the financial portfolios, working in collaboration with Zipline in order to provide backtesting support. The project is under the supervision of Quantopian, offering completely managed services for engineers.

The platform is all set to provide an advanced approach to design your algo and automate your trading strategies, having a complete analysis and insights to the forefront. The most valuable thing about this utility is its tear sheet comprising of a variety of personalized plots, providing a comprehensive tracking of the performance of a trading algorithm.

#25 QuantConnect

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QuantConnect is an algo trading platform that is all set to deliver the trading algorithms that will provide you an automated approach to implement your trading strategies. The platform is delivering high-class support to you with its algorithm backtesting tool and financial data that, in turn, will be helpful for the professionals to design algorithms for the trading strategies. Here you can design and test strategies and deploy live right to your brokerage.

QuantConnect provides a dynamic learning program to potential learners, so they will be able to understand the fundamental algorithmic trading. Get access to the world’s alpha leading market to publish your strategy with the ability to protect your IP. What makes QuantConnect reliable? It is just its capability to execute live algorithms that will mean a lot to deploy strategy to the architecture based on institutional grade live-trading. QuantConnect provides you the ability to get focus on your strategy development via having the luxury of thousands of live-hosted algorithms, supported assets, and multiple supported brokerages.

#26 Quantra

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Quantra is a robust algo trading platform that comes with the most advancing ways to stabilize your trading strategies. The platform is leveraging professionals to use new trading ideas with the emerging quantitative techniques. The platform is helping you out in exploring various strategy paradigms in the quantitative and algorithmic trading domain, including machine learning, time series forecasting, mean reversion strategy, and much more.

Moreover, you have the ability to test out your trading strategies with the help of historical data. This will be the key to managing the risk and trade with an automated approach and integration support. Quantra is suitable either for beginners top advanced users in search of alpha strategies and offers a variety of courses and strategy ideas. Moreover, the traders will have the leverage of using python and interactive brokers to automate their processes. Once you are done with this, in no time, you will be able to create the dynamic algorithm, which is then implemented in the live markets via broker connect.

#27 MATLAB

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MATLAB is one of the most popular programs that offer numerical computing, and users can draw models and use complex math formulas. This tool is handy and convenient for engineers. MATLAB is capable of creating data analysis and visualization, craft algorithms, and work with matrices, vector, and more.

MATLAB is a multi-paradigm numerical computing setting and fourth-generation programming language. It comes with the aimed to deliver initially at statistical computing, including an optional toolbox uses the MuPAD symbolic engine, letting access to symbolic computing competencies.

#28 OpenSim

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OpenSim is open-source software designed particularly for the simulation, software, and analysis in an appropriate manner. The software is dispensing advanced and accessible tools that set the dimensions for conducting biomechanics research and motor control. OpenSim is an open, extensible software that lets you create dynamic simulation movements. Besides, it provides you cloud-based storage that allows you to access files from anywhere with a good internet connection.

The software is providing elegant features that follow customize privacy options, automated statistics, a plethora of tools for sharing and communications, automated backups, and project recommendations. OpenSim is beneficial to plan surgery with the modeling for children with cerebral palsy. The software is dispensing a free platform for scientists to study movements and let them create highly accurate models of humans and animals and is the best global available tool to study biomechanics.

#29 GeoGebra

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GeoGebra is an estimable and dynamic Mathematics software that streamlines the teaching process with advanced learning. The software is facilitating school and college students to get the proper command on Math subjects with a wide range of advanced concepts. GeoGebra is easy to use that allows you to overcome gaps between geometry, algebra, and calculus. The spreadsheet, Geometry, and algebra are connected elegantly with many powerful features.

The platform is offering free online math tools for geometry, 3D, graphing, and more, and you can search for different classroom resources to meet your requirements. GeoGebra is one of the leading providers of multi-dimensional mathematics software, technology, supporting science, STEM, and bringing innovation in teaching globally. The software has an intuitive interface and is dispensing authoring tool that allows you to create interactive learning resources. GeoGebra is an open-source and available in multiple languages for a better understanding worldwide.

#30 COMSOL Multiphysics

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COMSOL Multiphysics is a software that helps users in simulation processes, which helps in encompassing the steps which are involved in modeling workflows. It includes steps such as geometrics, material properties, or phenomena for producing accurate results. The software helps users in optimizing real-world devices and processes with simulation to create models to use them in application areas.

The software offers a single place for all engineering fields such as structural mechanics, fluid flow, electromagnetics, acoustics, etc. It helps users in developing such experimentally validated models that replace the use of prototypes.

#31 ANSYS HFSS

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ANSYS HFSS is an advanced electromagnetic simulation software that helps you to design and simulate electronic products that are of high frequency. The software is assisting you in designing products like microwave components, antennas, high speed interconnects, IC packages, and more. ANSYS HFSS comes with the versatile solver and intuitive GUI that provide you an unmatched capability plus the detailed insight of your complicated problems. The software ensures the structure and thermal reliability courtesy of Multiphysics analysis and gives you the integration of Ansys thermal, structural, and fluid dynamics tools.

The system permits you to reduce the design cycle time and lifts the product performance and provides you skills to be competitive in the market. Ansys HFFS is a comprehensively dispensing set of solvers, and you can focus on the design instead of spending time determining the best mesh via automatic adaptive mesh refinement. You can differentiate HFSS from the EM simulator, which requires manual user control, and besides, multiple solutions guarantee you that that the mesh is accurate.

#32 Autodesk Fusion 360

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Autodesk Fusion 360 is a 3D CAD, CAE, and CAM tool that combines industrial and mechanical designs, simulation, collaboration, and machining to connect the complete product development process in an integrated concept to a production toolset. The software is designed for midsize to large businesses and allows you to create any kind of 3D model.

It allows you to design product models of various forms, including parametric, direct, surface and mesh, etc. The best thing about this platform is that it comes with a built-in data management tool that allows businesses to leverage data by managing user permissions and tracking changes in the design process.

#33 MEGA HOPEX

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MEGA HOPEX is a feature-rich enterprise architect software that is designed to serve small-to-midsize businesses. The solution makes it easy for businesses to make smarter decisions faster with the pragmatic approach. It is a comprehensive solution that also comes with an automation feature to automate a variety of daily tasks.

With the help of this solution, you can build a digital representation of your enterprise by connecting business, data, and risk perspectives and IT teams in a single platform. There is also has an option to choose which connections you need to integrate and analyze while having the option to build upon this knowledge as well as scale over time and on a single source of truth.

#34 Quantopian

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Quantopian is an algo trading platform that leverages people’s comprehensive analysis of a wide range of data to extract out potential insights and turn them into action. The platform is allowing freelance quantitative professionals and analysts to have extreme testing, development, and they have trading algorithms in order to buy or sell securities.

Quantopian has been creating an impact via delivering top-notch tools and libraries that will be helpful for quantitative finance. The platform allows intelligent people from around the world to come and write the alluring algorithms on investment. Moreover, Quantopian has been providing people with the trading capital to trade with based on the monthly contest and via an allocation process for superior quality algorithms.

#35 Intrinio

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Intrinio is a trading platform, providing professionals with the best in class financial market data API and other tools. The platform is streamlining the process of designing algorithms that will be crucial in automating their trading strategies. Intrinio brings high-quality data, and various cutting-edge tools come into play to provide sensational support in providing the data that you need to in your financial data process. The platform allows your businesses to way forward via having a custom solution for their needs that will not match only with their budget but covers all the technical requirements.

The platform is leveraging teams of professionals and with the authentic data sourcing that in turn provide the global and alternative data. Partnership with Intrinio is like getting consistent support by having a live chat, dedicated customer success manager, technicalities leverage, data sourcing services, data quality assurance team, co-marketing & promotion. Moreover, you have a comprehensive machine, XBRL expertise, and tools in place tailored-made for the specific needs of the developers, analysts, and engineers.