SciPy is a package of tools for science and engineering for Python, which supports special functions, integration, parallel programming tools, and others. There are some basic packages: NumPy, SciPy library, Matplotlib, SymPy, IPython, pandas. NumPy is the main package for numerical computation, which defines the numerical array and matrix types and basic operations on them. SciPy ecosystem is a set of open source software for scientific computing in Python. Matplotlib is a popular plotting package which provides 2D graphics quality publishing, as well as rudimentary 3D plotting. The SciPy ecosystem includes both general and specialized tools which are used for data management and computation, productive experimentation and high-performance computing. SymPy is a Python library for symbolic mathematics. IPython ensures a rich architecture for interactive computing. Pandas is an open source, a BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python. The SciPy library is distributed under the BSD license, and sponsored and supported by an open community of developers.
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TOP5 SciPy Programmers in May 2019
1 Danilo L.,Age: 25, E-mail: firstname.lastname@example.org,
Skills: Python, HTML/CSS, C++, JS (jQuery), MySQL, PostgreSQL, Python (SciPy)
Contact Us to Get the Full CV (ID 556642)
2 Konstantin P.,Age: 28, E-mail: email@example.com,
Skills: JS, Python, Java, C, C++, JS (jQuery), SQL, MySQL, Python (SciPy)
Contact Us to Get the Full CV (ID 557032)
3 Maxim T.,Age: 25, E-mail: firstname.lastname@example.org,
Skills: Python, HTML/CSS, SQL, Python (SciPy)
Contact Us to Get the Full CV (ID 514729)
4 Roman S.,Age: 30, E-mail: email@example.com,
Skills: Python, C++, MS (.NET), Python (SciPy)
Contact Us to Get the Full CV (ID 514995)
5 Antonina K.,Age: 26, E-mail: firstname.lastname@example.org,
Skills: Python, PHP (Symfony), Matlab, Python (SciPy)
Contact Us to Get the Full CV (ID 515000)
Questions and Answers related to SciPy Development
What is SciPy?
“It’s an open source library for use with the Python programming language which helps with various activities commonly associated with science and engineering such as optimisation, plotting, linear algebra, plotting, etc. SciPy builds on the NumPy array object and is part of the NumPy stack which includes tools like Matplotlib, pandas and SymPy, and an expanding set of scientific computing libraries. This NumPy stack has similar users to other applications…”
How efficient are Numpy/Scipy for Machine Learning?
“Several organizations use numpy and scipy because the libraries are very well developed (including some universities). Furthermore, many businesses go this route to avoid the extremely expensive license costs of MATLAB. Octave is nice, but it’s definitely can’t replace MATLAB. But I believe numpy+SciPy are a better alternative to both…”
What is the best way to learn Python libraries like SciPy?
“The only way you can get better at it is by practicing coding regularly and using those libraries to build small projects making sure you use these libraries. Make sure you build small simple projects to begin with. For example: you can write a script that generates random matrices and performs matrix transpose/ multiplication , inversion, etc ( uses SciPy) and plot a graph on the time taken to process each matrix. Well you can separate these out and write three scripts…”
Is the basinhopping algorithm in the SciPy package same as simulated annealing?
“It’s similar to simulated annealing, but not quite the same. In basin-hopping, you randomly perturb your location within the state space (this is the part that is like simulated annealing), but then you perform a local minimization using a standard hill-climbing algorithm (this is the part that isn’t like simulated annealing). Simulated annealing is sort of like constantly jostling the system. Basin hopping is more like giving the system a hard whack, then letting it settle down…”
What is the best book to learn Scipy?
Consider asking some of these questions during a job interview to assess candidate’s skills.
Big Names Using SciPy
What Fortune 500 companies are using SciPy in production among other popular technologies? A good example is MetLife (www.metlife.com).
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Typical Programming Projects and Tasks for SciPy Developers
Create Math Step By Step Calculator Web And App And An ML
What the deliverable is: 1) A step by step math website from sympy gamma API and Maxima and UMS API. a) first create a step by step website from sympy gamma b) second add the functionalities of other ... (India)
Python Developer,and Involved In Neural Networks
Iam currently working as Robotics engineer and involved in developing in humanoid robots, this is included the Research and development of AI using python and iam much experienced with IOT ... (India)
Video Course Author At Packt Publishing!
Hi Guys, A bit of information about us, Packt is a developer skills platform and has published nearly 7000 books and videos so far, providing IT professionals with the actionable knowledge they need ... (India)
React | React Native | Redux | Jest Test Cases Developer
We are looking for an Indian Developer who has experience in any of these technologies. React | React native | redux | jest test cases Timings: At least 2 hours per day on weekdays. Remote only ... (India)
These results are based on the freelance SciPy jobs extracted from Upwork in May 2019.
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For core developers: see Development workflow.. Previous topic. Advanced F2PY usages. Next topic. Working with NumPy source code Hire Senior Scipy Freelance Developers within 72 Hours. CodementorX has top Scipy developers, experts, software engineers, and consultants available for hire and freelance jobs. With over 130 Scipy developers, we’ll help find the best one for your project – chat with us now to get started. The SciPy stack offers a suite of popular Python packages designed for numerical computing, data transformation, analysis and visualization, which is ideal for many bioinformatic analysis needs. A Comprehensive Introduction To Your Genome With the SciPy Stack. View all articles. Meet the Top 10 Freelance Python Developers for Hire in Interpolation (scipy.interpolate) Fourier Transforms (scipy.fftpack) Signal Processing (scipy.signal) Linear Algebra (scipy.linalg) Sparse Eigenvalue Problems with ARPACK; Compressed Sparse Graph Routines (scipy.sparse.csgraph) Spatial data structures and algorithms (scipy.spatial) Statistics (scipy.stats) Multidimensional image processing SciPy is a machine learning library for application developers and engineers. However, you still need to know the difference between SciPy library and SciPy stack. SciPy library contains modules for optimization, linear algebra, integration, and statistics. CodementorX has top senior Pandas numpy scipy matplotlib pynio arcpy developers, consultants, software engineers, and experts available for hire. we’ll help you find the best freelance developer for your job or project – chat with us now to get a shortlist of candidates. SciPy (pronounced “Sigh Pie”) is open-source software for mathematics, science, and engineering.