NumPy, short for Numerical Python, is an open source package for scientific computing and data analysis. NumPy serves as the foundation of Python’s scientific computing stack. Among the features of NumPy is ndarray, or N-dimensional array object, which is a flexible storage for data sets in Python. It also contains tools for integrating C/C++ and has capabilities for random number generation and Fourier transform.

 

NumPy is often preferred over regular Python lists for a variety of reasons. It is seen to be convenient, owing to its many free vector and matrix operations. Data structures in NumPy also takes up less space and performance in terms of speed is better, as well.

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    This project is confidential and require NDA upon work. Thanks. Environmental fate and transport watershed model coded in numpy and pandas. Looking for expert to propose data structure and algorithm enhancement to allow probabilistic approach which requires thousands of model runs. Looking to see if NDArray with the Z axis as a unique model run to allow simultaneous computations instead of runni...

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    - data engineering - image processing - programming & solving mathematical problems - working with Python or Matlab

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    Kaggle previous project 3 days left
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    [login to view URL] I want an analysis and coding with feature engineering for home credit default risk. the code shouldnt be copied at all. i need your touch to solve the problme with a descent private score. these are the rules. All scripts/notebooks will be checked (1) against each other (2) against a database of Kaggle kernels, using plagiarism detection tools. Plagiarism is intended as shar...

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    Nifty / Bank Nifty / F & O Stocks --- Open Interest Data Analysis 1. We are getting data from nse with respect to open interest of nifty/bank nifty/ future & options stocks. 2. There will be different strike prices with call option and put option. Please see the below photos for reference purpose . 3. Basically, it should be in line charts. 4. And for a specific strike price, specific...

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    The developer will be required to complete a GUI that has been written in Python using numpy, matplotlib, pyserial, and tkinter libraries. This GUI is about 80% complete with respect to the initial deliverables. The remaining 20% needs to be completed and the code needs to be made reliable and robust. The GUI communicates over the RS-232 serial port by issuing ASCII commands every 20 or so ms a...

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    Interactive Image Annotation GUI tool for Computer Vision task I would like to build an interactive Image Annotation GUI tool that is able to label bounding boxes and segmentation masks for a given image, which will be further used to train deep learning models. Specifically, it needs to have the following components: 1) Bounding box loading. For each image to be annotated, user will start b...

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