Numpy is the programme on Python language, which supports a lot of multidimensional arrays and matrices, in close connection with a large library of high-level mathematical functions for operations with these arrays. It is an open source software programme and resources for many developers. Taking into account that Python is an interpreted language, mathematical algorithms often work in it slower than in compiled languages, such as C or even Java. NumPy is trying to solve this problem for a large number of computing algorithms, providing support for multidimensional arrays and a host of functions and operators to work with. Any algorithm that can be expressed mainly as a sequence of operations over arrays and matrices works also quickly as an equivalent code written in C. Due to the interpreted language, Numpy allows users to write quick programmes while most operations are carried out over arrays or matrices, rather than over scalars. NumPy is complemented by major of packages, such as SciPy – a library that adds more MATLAB-like functionality, Matplotlib – a MATLAB style graphics package. NumPy is based on the LAPACK library designed to solve the basic problems of linear algebra.
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TOP5 NumPy Programmers in June 2019
1 Roman S.,Age: 25, E-mail: firstname.lastname@example.org,
Skills: JS, Python, HTML/CSS, SQL, Python (NumPy)
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2 Nazar I.,Age: 24, E-mail: email@example.com,
Skills: Python, Matlab, Python (NumPy), OpenCV
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3 Alexandr A.,Age: 30, E-mail: firstname.lastname@example.org,
Skills: JS (jQuery), Python (Django), SQL, JS (Ember), Python (NumPy)
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4 Aleksandr T.,Age: 29, E-mail: email@example.com,
Skills: JS, Python, Python (Django), MySQL, Python (NumPy)
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5 Alexey T.,Age: 26, E-mail: firstname.lastname@example.org,
Skills: JS, Python, JS (jQuery), Python (Django), MySQL, Python (NumPy)
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Questions and Answers related to NumPy Development
What is NumPy?
“NumPy Is an extension to the Python programming language, adding support for large, multidimensional arrays and matrices along with a large library of high-level mathematical functions to operate on these arrays. NumPy gives you much of the functionality you would have in a scientific computing language like Matlab or R. It forms the backbone of Python’s very popular scientific computing stack, which is used a lot in data science and machine learning.”
Is using NumPy faster than using for-loops to handle lists, and why?
“Some speed improvements come down to How a NumPy array is stored vs. How a list is stored. A NumPy array is stored consecutively one number right after the other with a fixed width for each value. Hardware is used to dealing with getting one value right after the other and it has tricks to optimize the reading of the next thing…”
Is it possible to initialize tensors in TensorFlow with NumPy?
“Yes, the TensorFlow API is designed to make it easy to convert data to and from NumPy arrays. If you are initializing a tensor with a constant value, you can pass a NumPy array to the tf.constant() op, and the result will be a TensorFlow tensor with that value. If you are initializing a tensor that will vary (such as a weight matrix), you can pass a NumPy array to the tf.Variable constructor, and the result will be a TensorFlow variable tensor with that initial value.”
What is the relationship between PyLab, NumPy, and SciPy?
“NumPy is based on its predecessor, Numeric. Numeric was first released in 1995 and has a deprecated status now. Neither Numeric nor NumPy made it into the standard Python library for various reasons. Originally the NumPy code was part of SciPy. However, you can install NumPy separately. In 2001, a number of people inspired by Numeric created SciPy in 2001—an open source Python scientific computing library that provides functionality similar to that of Matlab, Maple, and Mathematica…”
What are good books on advanced topics in Numpy?
Consider asking some of these questions during a job interview to assess candidate’s skills.
Big Names Using NumPy
What Fortune 500 companies are using NumPy in production among other popular technologies? A good example is Kia Motors (www.kia.com).
Kia Neuwagen – Eindrucksvoll auf ganzer Linie – Kia Motors Deutschland. Jedes einzelne Kia Modell wird unter höchsten Qualitätsansprüchen gefertigt. Daher können wir Ihnen ein außergewöhnliches 7-Jahre-Qualitätsversprechen für jeden unserer Kia Neuwagen bieten.
Typical Programming Projects and Tasks for NumPy Developers
Angular 7 | Angularjs | Redux | Jasmine Karma Developer
We are looking for an Indian Developer who has experience in any of these technologies. Angular 7 | Angularjs| redux | jasmine karma developer required (Indian Preferred). Timings: At least 2 hours ... (India)
React.js | React Native | Redux Developer (Indian Preferred)
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)
Seeking Software Architect For Web Full Stack SOA,
Conceptually, we use a SOA architecture, with a chatbot platform (most front end data traffic will go through this channel), AI/NLP engine and recommendation engines based on in-house data. We have ... (Canada)
Icinga2 (Nagios) Plugin To Monitor Unifi Controller
I have a working Python script to monitor a single site in Unifi. I`m looking for someone to develop the folowing modifications to this script. The current script lives here: ... (Netherlands)
These results are based on the freelance NumPy jobs extracted from Upwork in June 2019.
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