markdown lista de recursos relacionados con python，desarrollo y data analyisis。

Posted 2021-05-06

# TABLE OF CONTENTS


# PYTHON

## AWESOME LIST

- `pycrumbs` :
    - url : https://github.com/kirang89/pycrumbs
- `pythonidae` :
    - url : https://github.com/svaksha/pythonidae
- `python_reference` :
    - url : https://github.com/rasbt/python_reference
- `awesome`_python :
    - url : https://github.com/vinta/awesome_python

## OPTIMIZACION

- `CVXPY` :
    - url : 
- `CVXOPT` :
    - url :
- `Pulp` :
    - url :

## SERIES TEMPORALES

### Forecasting

- `Tsfresh` :
     - url : [http://tsfresh.readthedocs.io/en/latest/index.html
- `PyAf` :
     - url : [https://github.com/antoinecarme/pyaf

Manipulate

- `traces` :
     - url : [http://traces.readthedocs.io/en/latest/

## CELL MAGICS

- `How to build magics` :
    - url : [http://nbviewer.jupyter.org/github/adrn/ipython/blob/1.x/examples/notebooks/Cell%20Magics.ipynb

## API RESOURCES

### PYTHON

- `hug` : api maker.
    - url : [http://www.hug.rest/
- `apistar` : api maker.
    - url : [https://github.com/encode/apistar

### PROVIDERS

- `alpha` vantage :
    - url : [https://www.alphavantage.co
- `quandl` :
    - url : [https://www.quandl.com/tools/api
- `cryptocompare` :
    - url : [https://www.cryptocompare.com/api/
- `exchange_rates_api` :
    - url : [https://blockchain.info/api/exchange_rates_api
- `public_apis`#finance :
    - url : [https://github.com/toddmotto/public_apis#finance
- `fixer` :
    - url : [https://fixer.io/documentation

### AWESOME LIST

- `public_apis#finance` :
    - url : https://github.com/toddmotto/public_apis#finance
- `awesome_json_datasets` :
    - url : https://github.com/jdorfman/awesome_json_datasets
- `awesome_rest` :
    - url : https://github.com/marmelab/awesome_rest

## DEBUGGING PYTHON TOOLS FOR DEVELOPERS

### TRACER

- `python_hunter` :
    - url : https://github.com/ionelmc/python_hunter
- `PINCE` :
    - url : https://github.com/korcankaraokcu/PINCE
- `profimp` :
    - url : https://github.com/boris_42/profimp

### TIME

- `python_time` :
    - url : https://github.com/mrsiano/python_time
- `traceme` :
    - url : https://github.com/gyulkkajo/traceme

### BENCHMARK

- `performance` : repo, pkg
    - url : https://github.com/python/performance
- `pybenchmark` : repo, pkg
    - url : https://github.com/duboviy/pybenchmark
- `py_motmetrics` : repo, pkg
    - url : https://github.com/cheind/py_motmetrics
- `pyaf` : repo, pkg
    - url : https://github.com/antoinecarme/pyaf
- `dlbench` : repo, pkg
    - url : https://github.com/hclhkbu/dlbench
- `pytest_benchmark` : pkg
    - url : http://pytest_benchmark.readthedocs.io/en/latest/
- `python_101_an_intro_to_benchmarking_your_code` : blog
    - url : https://www.blog.pythonlibrary.org/2016/05/24/python_101_an_intro_to_benchmarking_your_code/
- `benchmarking` : blog
    - url : https://speakerdeck.com/alex/benchmarking

### PROFILER

- `list` python profilers : web
    - url : https://github.com/topics/profiler?l=python
- `data_profiler` :
    - url : https://github.com/numba/data_profiler
- `cprofilev` :
    - url : https://github.com/ymichael/cprofilev
- `profiling_python_with_cprofile` : blog
    - url : https://ymichael.com/2014/03/08/profiling_python_with_cprofile.html

### TEST

- `pytest_benchmark` : repo, pkg
    - url : https://github.com/ionelmc/pytest_benchmark
- `datasette` : repo, pkg
    - url : https://github.com/simonw/datasette
- `freezegun` : repo, pkg
    - url : https://github.com/spulec/freezegun
- `mimesis` : repo, pkg
    - url : https://github.com/lk_geimfari/mimesis
- `python_3_patterns_idioms_test` : book
    - url : http://python_3_patterns_idioms_test.readthedocs.io/en/latest/

### LOGGING

- `cutelog` :
    - url : https://github.com/Busimus/cutelog

### DEBUGGING

- `livepython` :
    - url : https://github.com/agermanidis/livepython
- `molotov` :
    - url : https://github.com/loads/molotov

## DATA SCIENCE

### Courses

- `course_materials` :
    - url : https://github.com/ds_civic_data/course_materials
- `scipy_lecture_notes_ES` :
    - url : http://new.pybonacci.org/scipy_lecture_notes_ES/

### Viz

- `vega_lite` :
    url : https://github.com/vega/vega_lite

- `altair` :
    - url : http://vallandingham.me/altair_intro.html

- `bl.ocks.org` : viz,js,notebook
    - url : https://bl.ocks.org/

- `observable` : js,notebook
    - url : https://beta.observablehq.com/

### Framework

- `pymeasure` :
    - url : https://github.com/ralph_group/pymeasure
- `redash` :
    - url : https://redash.io/
- `orange3` :
    - url : https://github.com/biolab/orange3

## BLOGGING

- `mistune` :
    - url : http://mistune.readthedocs.io/en/latest/. Markdown parser.
- `pypress` :
    - url : https://github.com/benjaminaschultz/pypress
- `python_blogger` :
    - url : https://github.com/theatlantic/python_blogger
- `blended` :
    - url : http://jmroper.com/blended/index.html. Static web site.
- `JupyterSite` :
    - url : https://github.com/ChrisRackauckas/JupyterSite
- `jupyter_blog` :
    - url : https://github.com/dataquestio/jupyter_blog
- `hugo_jupyter` :
    - url : https://github.com/knowsuchagency/hugo_jupyter
- `roughdraft` :
    - url : http://www.roughdraft.io/
- `draftdown` : blogging,tool,writer,md,html,word,math
    - url : http://draftdown.com/

### Markdown to wp

- `Código que convierte md to wpm` :
    - url : https://gist.github.com/3079785
- `Plugin jetpack` :
    - url : https://torquemag.io/2017/11/writing_posts_in_markdown/amp/
- `Plugin WP_Markdown` :
    - url : https://wordpress.org/plugins/wp_markdown/


### Jupyter notebook to wp

- `proyecto para publicar en wp usando ipynb` :
    - url : https://github.com/Pybonacci/jupy2wp
- `Post_Jupyter_Notebook_on_Wordpress` :
    - url : https://github.com/Luckyeva/Post_Jupyter_Notebook_on_Wordpress
- `Jupyter_powered_blog` :
     - url : https://nipunbatra.github.io/blog/2017/Jupyter_powered_blog.html
- `use_jupyter_notebook_for_wordpress_blogs` :
    - url : http://blog.welcomege.com/use_jupyter_notebook_for_wordpress_blogs/
- `wordpress_blogging_with_jupyter_notebook_in_five_simple_steps` :
    - url :  http://www.mianchen.com/wordpress_blogging_with_jupyter_notebook_in_five_simple_steps/
- `how_to_convert_jupyter_notebook_to_wordpress_suitable_html`:
    - url : https://stackoverflow.com/questions/43339162/how_to_convert_jupyter_notebook_to_wordpress_suitable_html

### Google docs to WP

- `wordable` :
    - url :
    https://www.wordable.io/

### OTHERS

Maker

- `blask` :
    - url : https://github.com/zerasul/blask

### How_to blog

- `building_and_testing_an_api_wrapper_in_python` :
    - url : https://semaphoreci.com/community/tutorials/building_and_testing_an_api_wrapper_in_python
- `unit_testing_a_rest_api_wrapper` :
    - url : https://www.reddit.com/r/Python/comments/1jgb8l/unit_testing_a_rest_api_wrapper/


## DASHBOARD

- `shaolin` :
    - url : https://github.com/HCsoft_RD/shaolin

## Cryptocurrencies API

- `coinapi` :
    - url : https://docs.coinapi.io/?python#historical_data)
- `coinmarketcap` :
    - url : https://coinmarketcap.com/api/)
- `cryptocompare` :
    - url : https://www.cryptocompare.com/api/#introduction)

### Python packages

- `ccxt` :
    - url : https://github.com/ccxt/ccxt
- `cryptopia_api_python` :
    - url : https://github.com/crypto_crew_tech/cryptopia_api_python
- `cryptocompy` :
    - url : https://github.com/ttsteiger/cryptocompy

## Project from scratch

- `cookiebutter` :
    - url : https://github.com/audreyr/cookiecutter

## DEPENDENCIES

- `poetry` :
    - url : https://github.com/sdispater/poetry

## Deploying

- `pipenv` :
    - url : https://github.com/pypa/pipenv
    - description : Python Development Workflow for Humans.
- `envbox` :
    - url : https://github.com/idlesign/envbox
- `Git_Auto_Deploy` :
    - url : https://github.com/olipo186/Git_Auto_Deploy
- `fabric` :
    - url : https://github.com/fabric/fabric
- `conda_build_wheel` :
    - url : https://github.com/jankatins/conda_build_wheel
- `librario : engi`ne
    - url : https://libraries.io/
- `pyup : ci, dependenci`es
    - url : https://pyup.io/


## Guides

- `deployment guide` :
    - url : https://gist.github.com/reorx/4067217)
- `Hitchhiker’s Guide` :
    - url : http://docs.python_guide.org/en/latest/)
- `gym` :
    - url : https://github.com/openai/gym


### Repositories

- `pysheeet (python)` :
    - url : https://github.com/crazyguitar/pysheeet)
- `pytudes (math stuff)` :
    - url : https://github.com/norvig/pytudes)

### NumPy

- `gufunctions numpy doc` :
    - url : https://docs.scipy.org/doc/numpy/reference/ufuncs.html)
- `extending_numpy_with_c (broadcasting & gufunctions)` :
    - url : https://github.com/jaimefrio/gufunc_sampler/blob/master/extending_numpy_with_c.pdf)
- `numba plan to rewrite it` :
    - url : https://gist.github.com/sklam/9fe5431672441e6a689e3ec2a121d104)
- `wiki` :
    - url : https://github.com/plures/gufunctools/blob/master/docs/gufunc.rst)

### Pandas

- `rolling pandas explaination` :
    - url : https://github.com/jaimefrio/pydatabcn2017/blob/master/secret_life_of_rolling_pandas/the_secret_life_of_rolling_pandas.pdf

### Notebooks

- `talk_cubes_olap_pydaygalicia2017` :
    - url : https://github.com/jjmontesl/talk_cubes_olap_pydaygalicia2017

### Design Patterns

- `bloaters` :
    - url : https://sourcemaking.com/refactoring/smells/bloaters)

## Testeando API rest wrapper

### Python Packages

- `fixture` :
      - url : https://docs.pytest.org/en/latest/fixture.html
- `molotov` :
      - url : https://github.com/loads/molotov
- `pyfakefs (genera ficheros ficticios)` :
      - url : https://github.com/jmcgeheeiv/pyfakefs
- `param` :
      - url : https://github.com/ioam/param
[https://githu.com/alexmojaki/birdseye

### benchmark (performance)

- `airspeed velocity` :
    - url : https://github.com/airspeed_velocity/asv
- `cutelog` :
    - url : https://github.com/Busimus/cutelog
- `livepython` :
    - url : https://github.com/agermanidis/livepython
- `pythran` :
    - url : https://github.com/serge_sans_paille/pythran
- `pagmo2` :
    - url : https://github.com/esa/pagmo2
- `custom_inherit` :
    - url : https://github.com/meowklaski/custom_inherit
- `datasette` :
    - url : https://github.com/simonw/datasette
- `mimesis` :
    - url : https://github.com/lk_geimfari/mimesis
- `Nodz` :
    - url : https://github.com/LeGoffLoic/Nodz
- `gym` :
    - url : https://github.com/openai/gym
- `awesome_python#data_visualization` :
    - url : https://github.com/vinta/awesome_python#data_visualization
- `python_hunter` :
    - url : https://github.com/ionelmc/python_hunter
- `web_pdb` :
    - url : https://pypi.python.org/pypi/web_pdb/1.3.4

## Serializadores

- `bplustree` :
    - url : https://github.com/NicolasLM/bplustree
- `pickle` : Python objects serializer.
    - url :
- `cloud_pickle` :
    - url :
- `tree` :
- `chest` :
    - url : https://github.com/blaze/chest
- `shove` :
    - url : https://bitbucket.org/lcrees/shove/src
- `parquet` :
    - url : https://arrow.apache.org/docs/python/parquet.html
- `fastparquet` :
    - url : https://github.com/dask/fastparquet

## Cache

- `ugarit` : @masdeseiscaracteres repository
    - url : https://github.com/masdeseiscaracteres/ugarit/blob/master/python/caching.md
    - description : Useful information about caching resources.
- `cacheout` :
    - url : https://github.com/dgilland/cacheout

## DIAGRAMS

### Diagrams UML

- `how to use plantUML` : Gist with some information about how to do that.
    - url : https://gist.github.com/mmngreco/3fa8f721f0b1529b3b4e4af409f55407
- `py2uml` :
    - url : https://github.com/Ivesvdf/py2uml
- `pyplantuml` :
    - url : https://github.com/cb109/pyplantuml
- `UMLtoX` :
    - url : https://github.com/jcabot/UMLtoX
- `plantuml` :
    - url : https://github.com/plantuml/plantuml
- `scruffy` :
    - url : https://github.com/aivarsk/scruffy
- `pyreverse` :
    - url :

### Others

- `blockdiag` :
    - url : http://blockdiag.com/en/
- `ditaa` :
    - url : http://ditaa.sourceforge.net/
- `dot` :
    - url : https://graphviz.gitlab.io/_pages/doc/info/lang.html
- `mermaid` :
    - url : https://mermaidjs.github.io/
- `vegalit` :
    - url : https://vega.github.io/vega_lite/
- `treelib` :
    - url : https://github.com/caesar0301/treelib
- `anytree` :
    - url : https://github.com/c0fec0de/anytree

### Processors

- `asciidoc_diagrams` :
    - url : https://asciidoctor.org/docs/asciidoctor_diagram/
    - description : Each extension runs the diagram processor to generate an SVG,
        PNG, or TXT  file from the input text. The generated file is then
        inserted into your converted document.

- `Super_Markdown` :
    - url : https://github.com/madeindjs/Super_Markdown

## Anaconda

### conda recipes

- `binaries wheels recipes` :
    - url : https://github.com/masdeseiscaracteres/ugarit/blob/master/python/packages.md

## repos

- `ugarit` :
    - url : https://github.com/masdeseiscaracteres/ugarit

## About Python compiler or interpreter

- `why_are_there_so_many_pythons` : blog, pypy
    - url : https://www.toptal.com/python/why_are_there_so_many_pythons
    - description : Explanation about python implentations and PyPy releevance.

## DATABASES

- `TimescaleDB` :
    - url : https://www.timescale.com/
    - description : databases for storing and analyzing time_series data.
    TimescaleDB is a new, open_source time_series database…


## Guides

- `The Hitchhiker’s Guide to Python!` : guide, python
    - url : https://github.com/kennethreitz/python_guide
- `WTF Python` : repo, gotchas, tips, ticks
    - url : https://github.com/satwikkansal/wtfpython
    - description : Surprising snippets and lesser_known Python features.
- `Pythonic Data Structures and Algorithms` : examples
    - url : https://github.com/keon/algorithms
    - description : Minimal and clean example implementations of data structures
        and algorithms in Python 3.
- `Python Data Science Handbook` : book
    - url : https://github.com/jakevdp/PythonDataScienceHandbook
    - description : This repository contains the entire Python Data Science
        Handbook, in the form of (free!) Jupyter notebooks.
- `pycrumbs` :
    - url : https://github.com/kirang89/pycrumbs
- `pythonidae` :
    - url : https://github.com/svaksha/pythonidae
- `python_reference` :
    - url : https://github.com/rasbt/python_reference
- `awesome_python` :
    - url : https://github.com/vinta/awesome_python
- `Awesome Data Science` :
    - url : https://github.com/bulutyazilim/awesome_datascience
- `The Algorithms - Python` :
    - url : https://github.com/TheAlgorithms/Python
    - description : These are for demonstration purposes only. There are many
    implementations of sorts in the Python standard library that are much
    better for performance reasons.