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pip (also known by Python 3's alias pip3) is a package-management system written in Python and is used to install and manage software packages. [4] The Python Software Foundation recommends using pip for installing Python applications and its dependencies during deployment. [5]
SciPy (pronounced / ˈ s aɪ p aɪ / "sigh pie" [2]) is a free and open-source Python library used for scientific computing and technical computing. [3]SciPy contains modules for optimization, linear algebra, integration, interpolation, special functions, FFT, signal and image processing, ODE solvers and other tasks common in science and engineering.
Nuitka can be installed from the repositories of many Linux distributions. It can also be installed through pip and pip3, respectively. Compilation is done either with nuitka program.py or by calling Python itself and afterwards defining which module to run, which in this case is Nuitka (python -m nuitka program.py).
It is an open-source cross-platform integrated development environment (IDE) for scientific programming in the Python language.Spyder integrates with a number of prominent packages in the scientific Python stack, including NumPy, SciPy, Matplotlib, pandas, IPython, SymPy and Cython, as well as other open-source software.
scikit-learn (formerly scikits.learn and also known as sklearn) is a free and open-source machine learning library for the Python programming language. [3] It features various classification, regression and clustering algorithms including support-vector machines, random forests, gradient boosting, k-means and DBSCAN, and is designed to interoperate with the Python numerical and scientific ...
CuPy is an open source library for GPU-accelerated computing with Python programming language, providing support for multi-dimensional arrays, sparse matrices, and a variety of numerical algorithms implemented on top of them. [3]
Here, PIP3 has been implicated in regulating synaptic strengthening and AMPA expression, contributing to long-term potentiation. Moreover, PIP3 suppression disrupts normal AMPA expression on the neuron membrane and instead leads to the accumulation of AMPA on dendritic spines, commonly associated with synaptic depression .
Inositol trisphosphate or inositol 1,4,5-trisphosphate abbreviated InsP 3 or Ins3P or IP 3 is an inositol phosphate signaling molecule. It is made by hydrolysis of phosphatidylinositol 4,5-bisphosphate (PIP 2), a phospholipid that is located in the plasma membrane, by phospholipase C (PLC).