conda.txt

python -m notebook

---

set PYTHONIOENCODING=utf-8

nvcc --version

conda update --all

activate tensorflow
activate tensorflow2
activate tensorflow11
activate tensorflow13
activate pytorch
activate python2
activate python37
activate yolo
activate paddlepaddle
activate mxnet

deactivate

spyder --new-instance
tensorboard --logdir=run1:"/home/.../summary",run2:"/home/.../summary"
tensorboard --logdir=" " --host=127.0.0.1

安装Tensorflow
pip install --user --ignore-installed --upgrade tensorflow-gpu
pip install --upgrade --force-reinstall tensorflow-gpu==1.12.0 --user
pip install --upgrade --force-reinstall tensorflow-gpu==1.13.1 --user
pip install --upgrade tensorflow-gpu==2.0.0-alpha0
pip install tensorflow-gpu==2.0.0-beta0
pip install tensorflow_datasets

pip install --upgrade --force-reinstall tensorflow==1.13.1 --user

pip install --upgrade tensorflow --user

pip install --upgrade --force-reinstall tensorflow==1.14.0 --user


tensorboard --logdir="/Users/shuyuej/Desktop/Python-Files/Codes-Github/cnn_graph/summaries/EEG-GCN" --host=127.0.0.1

安装mxnet
pip install mxnet-cu100mkl

安装opencv
pip install opencv-python
pip install opencv-contrib-python

更新Python
conda update python

更新pip
python -m pip install --upgrade pip

更新conda
conda update -n base conda
conda update -n base -c defaults conda


更新Anaconda
conda update anaconda

安装Spyder
conda install spyder

安装R语言
conda install r-essentials
conda install mro-base

获取版本号:
conda --version
conda -V
python -V

获取帮助:
conda --help
conda -h
conda update --help
conda remove --help

环境管理:
conda env -h
创建环境：
conda create --name (your_env_name)
创建指定python版本下包含某些包的环境
conda create --name (your_env_name) python=3.5 numpy scipy
conda create --name (your_env_name) python=3.6 numpy scipy
conda create --name (your_env_name) python=2.7 numpy scipy
列举当前所有环境
conda info --envs
conda env list
进入某个环境
activate your_env_name
退出当前环境
deactivate 
复制某个环境
conda create --name new_env_name --clone old_env_name 
删除某个环境
conda remove --name your_env_name --all
删除从不使用的包
conda clean --packages
删除tar包
conda clean --tarballs
删除索引缓存,锁定文件,未使用的包和tar包
conda clean -a

列举当前活跃环境下的所有包：
conda list

# 创建Tensorflow的环境 Python3.5
conda create --name tensorflow python=3.5 numpy scipy
conda create --name tensorflow11 python=3.5 numpy scipy
conda create --name pytorch python=3.5 numpy scipy
conda create --name cntk python=3.5 numpy scipy

中科大的镜像 
conda config –add channels https://mirrors.ustc.edu.cn/anaconda/pkgs/free/ 
conda config –set show_channel_urls yes

show_channel_urls: true
channels:
  - https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
  - defaults

conda换回默认源
conda config --remove-key channels

tensorflow 错误ImportError: No module named sklearn
pip install --user --install-option="--prefix=" -U scikit-learn

import sys
sys.path.append(r"C:/Users/jiash/Desktop/models/research/slim")
from datasets import dataset_utils

from __future__ import absolute_import
from __future__ import division
from __future__ import print_function

docker
安装tf:
docker pull tensorflow/tensorflow  
docker pull tensorflow/tensorflow:nightly-devel-gpu

docker run -it --rm tensorflow/tensorflow \
    python -c "import tensorflow as tf; print(tf.__version__)"

docker run -it tensorflow/tensorflow bash

AttributeError: 'NoneType' object has no attribute 'flush'
conda install -c anaconda spyder ipykernel=4.8.2
spyder --reset

conda install spyder

# TensorFlow
pip install --user --ignore-installed --upgrade tensorflow-gpu

# PyTorch
conda install pytorch torchvision -c pytorch
conda install pytorch torchvision cudatoolkit=10.0 -c pytorch
或者
pip install --upgrade https://download.pytorch.org/whl/cu90/torch-1.0.0-cp36-cp36m-win_amd64.whl
pip install --upgrade torchvision

pip install https://download.pytorch.org/whl/cu100/torch-1.1.0-cp35-cp35m-win_amd64.whl
pip install https://download.pytorch.org/whl/cu100/torchvision-0.3.0-cp35-cp35m-win_amd64.whl

# CNTK
pip install --user --upgrade --no-deps cntk-gpu

# MXnet
pip install mxnet-cu92

# Baidu PaddlePaddle
pip install --upgrade paddlepaddle

# Installation Schedule

conda update --all

python -m pip install --upgrade pip
pip install --upgrade cython

conda install spyder 

pip install --upgrade keras
pip install --upgrade pillow
pip install --upgrade opencv-python
pip install --upgrade opencv-contrib-python
pip install --upgrade theano
pip install --upgrade scipy
pip install --upgrade pandas
pip install --upgrade xlrd
pip install --upgrade statsmodels
pip install --upgrade seaborn
pip install --upgrade plotly
pip install --upgrade bokeh
pip install --upgrade pydot
pip install --upgrade scikit-learn
pip install --upgrade scikit-image
pip install --upgrade sklearn
pip install --upgrade pyedflib
pip install --upgrade bs4
pip install --upgrade ignite

conda install matplotlib
conda install ipython

pip install --upgrade ipython
pip install --upgrade jupyter 
pip install --upgrade notebook


python -m pip install --upgrade pip --user
pip install --upgrade cython --user
pip install --upgrade textblob --user
pip install --upgrade nltk --user
pip install --upgrade jieba --user
pip install --upgrade visdom --user
pip install --upgrade keras --user
pip install --upgrade pillow --user
pip install --upgrade opencv-python --user
pip install --upgrade opencv-contrib-python --user
pip install --upgrade theano --user
pip install --upgrade scipy --user
pip install --upgrade pandas --user

pip install --upgrade xlrd --user
pip install --upgrade statsmodels --user
pip install --upgrade seaborn --user
pip install --upgrade plotly --user
pip install --upgrade bokeh --user
pip install --upgrade pydot --user
pip install --upgrade scikit-learn --user
pip install --upgrade scikit-image --user
pip install --upgrade sklearn --user
pip install --upgrade pyedflib --user
pip install --upgrade bs4 --user
pip install --upgrade ignite --user
pip install --upgrade cython --user
pip install --upgrade keras --user

pip install --upgrade opencv-python --user
pip install --upgrade opencv-contrib-python --user
pip install --upgrade theano --user
pip install --upgrade numpy --user
pip install --upgrade scipy --user
pip install --upgrade pandas --user
pip install --upgrade xlrd --user
pip install --upgrade statsmodels --user
pip install --upgrade matplotlib --user
pip install --upgrade seaborn --user
pip install --upgrade plotly --user
pip install --upgrade bokeh --user
pip install --upgrade pydot --user

pip install --upgrade scikit-learn --user
pip install --upgrade scikit-image --user
pip install --upgrade sklearn --user
pip install --upgrade XGBoost --user
pip install --upgrade LightGBM --user
pip install --upgrade CatBoost --user
pip install --upgrade Eli5 --user
pip install --upgrade NLTK --user
pip install --upgrade Gensim --user
pip install --upgrade jupyter --user
pip install --upgrade notebook --user
pip install --upgrade pyedflib --user
pip install --upgrade bs4 --user
pip install --upgrade pandas-profiling --user
pip install --upgrade Django --user
pip install --upgrade gym --user
pip install --upgrade onnx --user

export PATH=/Users/shuyuej/anaconda3/bin:$PATH

conda install captum -c pytorch

pip install --upgrade textblob
pip install --upgrade spacy
pip install --upgrade gensim
pip install --upgrade scattertext
pip install --upgrade gluonnlp
pip install --upgrade allennlp
pip install --upgrade rosetta
pip install --upgrade pynlpl
pip install --upgrade dynet
pip install --upgrade artm
pip install --upgrade snips-nlu
pip install --upgrade chazutsu
pip install --upgrade word_forms
pip install --upgrade artifici_lda
pip install --upgrade flair
pip install --upgrade kashgari
pip install --upgrade nlp-architect


pip install --upgrade urllib 
pip install --upgrade requests 
pip install --upgrade grab 
pip install --upgrade pycurl 
pip install --upgrade urllib3 
pip install --upgrade httplib2 
pip install --upgrade RoboBrowser 
pip install --upgrade MechanicalSoup 
pip install --upgrade mechanize 
pip install --upgrade socket 
pip install --upgrade Unirest 
pip install --upgrade hyper 
pip install --upgrade PySocks 
pip install --upgrade treq 
pip install --upgrade aiohttp 
pip install --upgrade grab 
pip install --upgrade scrapy 
pip install --upgrade pyspider 
pip install --upgrade cola 
pip install --upgrade portia 
pip install --upgrade restkit 
pip install --upgrade demiurge 
pip install --upgrade lxml 
pip install --upgrade cssselect 
pip install --upgrade pyquery 
pip install --upgrade BeautifulSoup 
pip install --upgrade html5lib 
pip install --upgrade feedparser
pip install --upgrade MarkupSafe 
pip install --upgrade xmltodict 
pip install --upgrade xhtml2pdf 
pip install --upgrade untangle 
pip install --upgrade Bleach 
pip install --upgrade sanitize 
pip install --upgrade difflib 
pip install --upgrade Levenshtein 
pip install --upgrade fuzzywuzzy 
pip install --upgrade esmre 
pip install --upgrade ftfy 
pip install --upgrade unidecode 
pip install --upgrade codecs 
pip install --upgrade uniout 
pip install --upgrade chardet 
pip install --upgrade xpinyin 
pip install --upgrade pangu.py
pip install --upgrade awesome-slugify
pip install --upgrade python-slugify
pip install --upgrade unicode-slugify
pip install --upgrade pytils 
pip install --upgrade PLY 
pip install --upgrade python-nameparser 
pip install --upgrade phonenumbers 
pip install --upgrade python-user-agents
pip install --upgrade tablib 
pip install --upgrade textract 
pip install --upgrade messytables 
pip install --upgrade rows 
pip install --upgrade python-docx
pip install --upgrade xlwt 
pip install --upgrade xlrd 
pip install --upgrade XlsxWriter 
pip install --upgrade xlwings 
pip install --upgrade openpyxl 
pip install --upgrade Marmir 
pip install --upgrade PDFMiner 
pip install --upgrade PyPDF2 
pip install --upgrade ReportLab 
pip install --upgrade pdftables 
pip install --upgrade Python-Markdown
pip install --upgrade Mistune 
pip install --upgrade markdown2 
pip install --upgrade PyYAML 
pip install --upgrade cssutils 
pip install --upgrade feedparser 
pip install --upgrade sqlparse 
pip install --upgrade http-parser
pip install --upgrade opengraph 
pip install --upgrade pefile  
pip install --upgrade psd-tools
pip install --upgrade NLTK 
pip install --upgrade Pattern 
pip install --upgrade TextBlob 
pip install --upgrade SnowNLP 
pip install --upgrade jieba 
pip install --upgrade loso 
pip install --upgrade genius
pip install --upgrade langid.py
pip install --upgrade Korean 
pip install --upgrade pymorphy2 
pip install --upgrade PyPLN  
pip install --upgrade selenium 
pip install --upgrade Ghost.py
pip install --upgrade Spynner 
pip install --upgrade Splinter 
pip install --upgrade threading 
pip install --upgrade multiprocessing 
pip install --upgrade celery 
pip install --upgrade concurrent-futures
pip install --upgrade asyncio 
pip install --upgrade Twisted 
pip install --upgrade Tornado 
pip install --upgrade pulsar 
pip install --upgrade diesel 
pip install --upgrade gevent 
pip install --upgrade eventlet 
pip install --upgrade Tomorrow 
pip install --upgrade celery 
pip install --upgrade huey 
pip install --upgrade mrq 
pip install --upgrade RQ 
pip install --upgrade simpleq 
pip install --upgrade python-gearman
pip install --upgrade picloud 
pip install --upgrade dominoup.com
pip install --upgrade flanker
pip install --upgrade Talon 
pip install --upgrade furl 
pip install --upgrade purl 
pip install --upgrade urllib.parse
pip install --upgrade tldextract 
pip install --upgrade netaddr 
pip install --upgrade newspaper 
pip install --upgrade html2text 
pip install --upgrade python-goose
pip install --upgrade lassie 
pip install --upgrade micawber 
pip install --upgrade sumy 
pip install --upgrade Haul 
pip install --upgrade python-readability
pip install --upgrade scrapely 
pip install --upgrade youtube-dl 
pip install --upgrade you-get
pip install --upgrade WikiTeam 
pip install --upgrade Crossbar
pip install --upgrade AutobahnPython 
pip install --upgrade WebSocket-for-Python
pip install --upgrade dnsyo 
pip install --upgrade pycares 
pip install --upgrade SimpleCV 
pip install --upgrade mahotas 
pip install --upgrade shadowsocks
pip install --upgrade tproxy 


pip install --upgrade tensornetwork


python -m pip install --upgrade pip
pip install --upgrade cython
pip install --upgrade keras
pip install --upgrade opencv-python
pip install --upgrade opencv-contrib-python
pip install --upgrade theano
pip install --upgrade numpy
pip install --upgrade scipy
pip install --upgrade pandas
pip install --upgrade xlrd
pip install --upgrade statsmodels
pip install --upgrade matplotlib
pip install --upgrade seaborn
pip install --upgrade plotly
pip install --upgrade bokeh
pip install --upgrade pydot
pip install --upgrade scikit-learn
pip install --upgrade scikit-image
pip install --upgrade sklearn
pip install --upgrade XGBoost
pip install --upgrade LightGBM
pip install --upgrade CatBoost
pip install --upgrade Eli5
pip install --upgrade NLTK
pip install --upgrade Gensim
pip install --upgrade jupyter 
pip install notebook==5.7.4
pip install --upgrade pyedflib
pip install --upgrade bs4
pip install --upgrade autopep8
pip install --upgrade elephas
pip install --upgrade chartify
pip install --upgrade jupytext
pip install --upgrade tpot
pip install --upgrade adanet
pip install --upgrade spacy[cuda100]
pip install --upgrade optimuspyspark



















python -m pip install --upgrade pip
pip install --user cython
pip install --user keras
pip install --user opencv-python
pip install --user opencv-contrib-python
pip install --user theano
pip install --user numpy
pip install --user scipy
pip install --user pandas
pip install --user xlrd
pip install --user statsmodels
pip install --user matplotlib
pip install --user seaborn
pip install --user plotly
pip install --user bokeh
pip install --user pydot
pip install --user scikit-learn
pip install --user scikit-image
pip install --user sklearn
pip install --user XGBoost
pip install --user LightGBM
pip install --user CatBoost
pip install --user Eli5
pip install --user NLTK
pip install --user Gensim
pip install --user jupyter 
pip install --user notebook
pip install --user pyedflib
pip install --user bs4
pip install --user autopep8
pip install --user elephas

pip uninstall notebook
pip install notebook==5.7.4

# Facebook Botorch and AX
pip install --upgrade botorch
pip install --upgrade ax-platform

pip install bert-base==0.0.7 -i https://pypi.python.org/simple

# server
pip install bert-serving-server
# client, independent of `bert-serving-server`  
pip install bert-serving-client  

Problem: Trying to get PyCharm to work, keep getting "No Python interpreter selected"
Solution: I has to close PyCharm, delete the .idea folder then open PyCharm again.