How to install a Python library that can be used by pharmaceutical companies

Introduction

If you install Anaconda as introduced in How to install Python for pharmaceutical company researchers, you can generally install the libraries used for scientific calculations. Some of the libraries and modules used in machine learning etc. are not yet installed. Therefore, install some additional libraries and modules using the command prompt. It is supposed to use Python3 series.

Chemical system

RDkit

It can handle structural information of compounds. https://www.rdkit.org/ To install, run the following command.

conda install -c rdkit rdkit

Database operation

SQL Alchemy

You can perform database operations. https://www.sqlalchemy.org/ To install, run the following command.

conda install -c conda-forge sqlalchemy

Machine learning related

TensorFlow

This is a library for deep learning. https://www.tensorflow.org/ To install, run the following command.

conda install -c conda-forge tensorflow

Keras

A library of neural networks running on TensorFlow. https://keras.io/ja/ To install, run the following command.

conda install -c conda-forge keras

OpenCV

A library that can be used for image analysis. https://opencv.org/ To install, run the following command.

conda install -c conda-forge opencv

Scrapy

It can be used when doing web scraping in earnest. https://scrapy.org/ To install, run the following command.

conda install -c conda-forge scrapy

Summary

Here, we explained how to install additional libraries and modules to be installed after installing Anaconda. You can find commands for installing libraries other than those mentioned here by searching Anaconda Cloud.

Reference materials / links

What is the programming language Python? Can it be used for AI and machine learning?

Recommended Posts

How to install a Python library that can be used by pharmaceutical companies
How to create a property of relations that can be prefetch_related by specific conditions
How to set up a simple SMTP server that can be tested locally in Python
I created a template for a Python project that can be used universally
[Python] A program that finds a pair that can be divided by a specified value
How to use hmmlearn, a Python library that realizes hidden Markov models
How to install Python for pharmaceutical company researchers
How to install python
I want to create a priority queue that can be updated in Python (2.7)
I made a familiar function that can be used in statistics with Python
[Python] How to write a docstring that conforms to PEP8
Can be used in competition pros! Python standard library
How to save a table scraped by python to csv
[Python] A convenient library that converts kanji to hiragana
If you want to make a Windows application (exe) that can be actually used now using only Python
[2020.8 latest] How to install Python
Convert images from FlyCapture SDK to a form that can be used with openCV
How to install Python [Windows]
[Python] Introduction to web scraping | Summary of methods that can be used with webdriver
A mechanism to call a Ruby method from Python that can be done in 200 lines
How to install NPI + send a message to line with python
How to switch the configuration file to be read by Python
Scripts that can be used when using bottle in Python
How to write a metaclass that supports both python2 and python3
How to override a user-defined method generated by python swig
Implement a thread that can be paused by exploiting yield
How to start a simple WEB server that can execute cgi of php and python
Install Mecab and CaboCha on ubuntu16.04LTS so that it can be used from python3 series
I wrote a miscellaneous Ansible module that enables Virtualenv to be used by installing Pythonz.
[Python3] Code that can be used when you want to resize images in folder units
How to display hover text and text that can be executed by clicking with Minecraft plugin
[Python] A program to find the number of apples and oranges that can be harvested
How to set variables that can be used throughout the Django app-useful for templates, etc.-
Convert mesh data exported from SpriteUV2 to a format that can be imported by Spine
How to install python using anaconda
How to write a Python class
How to use Requests (Python Library)
[Python] How to import the library
[Python] Make a graph that can be moved around with Plotly
[Python] I made my own library that can be imported dynamically
Investigation of DC power supplies that can be controlled by Python
Created a library for python that can easily handle morpheme division
About psd-tools, a library that can process psd files in Python
A timer (ticker) that can be used in the field (can be used anywhere)
[For beginners] How to register a library created in Python in PyPI
Install packages that need to be compiled with Python3 with pip [Windows]
I made a shuffle that can be reset (reverted) with Python
Python standard input summary that can be used in competition pro
I made a library that adds docstring to a Python stub file.
Python standard module that can be used on the command line
Understand the probabilities and statistics that can be used for progress management with a python program
・ <Slack> Write a function to notify Slack so that it can be quoted at any time (Python)
How to trick and use a terrible library that is supposed to be kept globally in flask
I wrote a tri-tree that can be used for high-speed dictionary implementation in D language and Python.
How to install and use pandas_datareader [Python]
[Python] How to make a class iterable
[Kivy] How to install Kivy on Windows [Python]
[Python] How to convert a 2D list to a 1D list
[Python] A program that calculates the number of socks to be paired
[Python] How to invert a character string
How to install a package using a repository