Environments#

Anaconda Notebooks is a hosted JupyterLab service that enables you to run JupyterLab notebooks online while simultaneously taking advantage of conda’s robust environment management tools. To execute code in a conda environment in Anaconda Notebooks, you must associate each environment with a language-specific kernel.

Environments and kernels#

What is an environment?#

An environment is a folder or directory that contains a specific collection of conda packages and their dependencies.

Working in separate environments allows you to maintain and run packages without interference from other collections of packages. For example, you may require separate conda environments to maintain distinct versions of Python based on distinct package dependencies.

What is a kernel?#

A kernel is a programming-language-specific process that interprets your code, runs it, and gives you the results. In Jupyter Notebooks, kernels allow users to run code in cells and receive immediate output. For example, ipykernel enables interactive computing in Python, and r-irkernel enables the same for R.

In order for an environment to be able to run code for a notebook, it must contain a kernel package; otherwise, the environment will not be recognized by JupyterLab as an available kernel. For this reason, the default environments available in Anaconda Notebooks already contain the ipykernel package.

To add a kernel package to a custom environment, see creating a custom environment.

Using default environments#

Custom environments often use large amounts of your limited Anaconda Notebooks storage space. Because of this, Anaconda provides a number of read-only default environments that contain all the packages from the latest release of Anaconda Distribution.

The default environment naming convention is typically anaconda-<YEAR>.<MONTH>-py<PYTHON_VERSION>, which maps to Anaconda Distribution releases:

Environment Name

Status

Description

anaconda-2024.02-py10

Live

Latest Anaconda Packages (stable & recommended)

anaconda-ai-2024.04-py10

Live

Latest Anaconda Packages + AI Packages

anaconda-2022.05-py39

Deprecating January 2025

Anaconda Packages from May 2022

anaconda-panel-2023.05-py310

Deprecating January 2025

Anaconda Packages from May 2023 + Panel upgrades

anaconda-ai-2023-11

Deprecating January 2025

Anaconda Packages from November 2023 + AI Packages

scipy-tutorials-2023

Deprecating January 2025

Scipy environment for conference
Packages included in anaconda-2024.02-py10

Package Name

Package Version

_anaconda_depends

2024.02

_libgcc_mutex

0.1

_openmp_mutex

5.1

abseil-cpp

20211102

aiobotocore

2.7.0

aiohttp

3.9.3

aioitertools

0.7.1

aiosignal

1.2.0

alabaster

0.7.12

altair

5.0.1

anaconda-catalogs

0.2.0

anyio

4.2.0

aom

3.6.0

appdirs

1.4.4

argon2-cffi

21.3.0

argon2-cffi-bindings

21.2.0

arrow

1.2.3

arrow-cpp

14.0.2

astroid

2.14.2

astropy

5.3.4

asttokens

2.0.5

async-lru

2.0.4

async-timeout

4.0.3

atomicwrites

1.4.0

attrs

23.1.0

automat

20.2.0

autopep8

2.0.4

aws-c-auth

0.6.19

aws-c-cal

0.5.20

aws-c-common

0.8.5

aws-c-compression

0.2.16

aws-c-event-stream

0.2.15

aws-c-http

0.6.25

aws-c-io

0.13.10

aws-c-mqtt

0.7.13

aws-c-s3

0.1.51

aws-c-sdkutils

0.1.6

aws-checksums

0.1.13

aws-crt-cpp

0.18.16

aws-sdk-cpp

1.10.55

babel

2.11.0

bcrypt

3.2.0

beautifulsoup4

4.12.2

binaryornot

0.4.4

black

24.3.0

blas

1

bleach

4.1.0

blinker

1.6.2

blosc

1.21.3

bokeh

3.4.0

boost-cpp

1.82.0

botocore

1.31.64

bottleneck

1.3.7

brotli

1.0.9

brotli-bin

1.0.9

brotli-python

1.0.9

brunsli

0.1

bzip2

1.0.8

c-ares

1.19.1

c-blosc2

2.12.0

ca-certificates

2024.3.11

cachetools

4.2.2

certifi

2024.2.2

cffi

1.16.0

cfgv

3.4.0

cfitsio

3.47

chardet

4.0.0

charls

2.2.0

charset-normalizer

2.0.4

click

8.1.7

cloudpickle

2.2.1

colorama

0.4.6

colorcet

3.1.0

comm

0.2.1

constantly

23.10.4

contourpy

1.2.0

cookiecutter

2.6.0

cryptography

42.0.5

cssselect

1.2.0

curl

8.5.0

cycler

0.11.0

cyrus-sasl

2.1.28

cytoolz

0.12.2

dask

2023.11.0

dask-core

2023.11.0

datashader

0.16.0

dav1d

1.2.1

dbus

1.13.18

debugpy

1.6.7

decorator

5.1.1

defusedxml

0.7.1

diff-match-patch

20200713

dill

0.3.7

distlib

0.3.6

distributed

2023.11.0

docstring-to-markdown

0.11

docutils

0.18.1

entrypoints

0.4

et_xmlfile

1.1.0

exceptiongroup

1.2.0

executing

0.8.3

expat

2.5.0

filelock

3.13.1

flake8

6.0.0

flask

2.2.5

fontconfig

2.14.1

fonttools

4.25.0

freetype

2.12.1

frozenlist

1.4.0

fsspec

2023.10.0

gensim

4.3.0

gflags

2.2.2

giflib

5.2.1

gitdb

4.0.7

gitpython

3.1.37

glib

2.78.4

glib-tools

2.78.4

glog

0.5.0

gmp

6.2.1

gmpy2

2.1.2

greenlet

3.0.1

grpc-cpp

1.48.2

gst-plugins-base

1.14.1

gstreamer

1.14.1

h5py

3.9.0

hdf5

1.12.1

heapdict

1.0.1

holoviews

1.18.3

hvplot

0.9.2

hyperlink

21.0.0

icu

73.1

identify

2.5.5

idna

3.4

imagecodecs

2023.1.23

imageio

2.33.1

imagesize

1.4.1

imbalanced-learn

0.11.0

importlib-metadata

7.0.1

importlib_metadata

7.0.1

incremental

22.10.0

inflection

0.5.1

iniconfig

1.1.1

intake

0.6.8

intel-openmp

2023.1.0

intervaltree

3.1.0

ipykernel

6.28.0

ipython

8.20.0

ipython_genutils

0.2.0

ipywidgets

8.1.2

isort

5.9.3

itemadapter

0.3.0

itemloaders

1.1.0

itsdangerous

2.0.1

jaraco.classes

3.2.1

jedi

0.18.1

jeepney

0.7.1

jellyfish

1.0.1

jinja2

3.1.3

jmespath

1.0.1

joblib

1.2.0

jpeg

9e

jq

1.6

json5

0.9.6

jsonschema

4.19.2

jsonschema-specifications

2023.7.1

jupyter

1.0.0

jupyter-lsp

2.2.0

jupyter_client

8.6.0

jupyter_console

6.6.3

jupyter_core

5.5.0

jupyter_events

0.8.0

jupyter_server

2.10.0

jupyter_server_terminals

0.4.4

jupyterlab

4.0.11

jupyterlab-variableinspect

or 3.1.0

jupyterlab_pygments

0.1.2

jupyterlab_server

2.25.1

jupyterlab_widgets

3.0.10

jxrlib

1.1

keyring

24.3.1

kiwisolver

1.4.4

krb5

1.20.1

lazy-object-proxy

1.6.0

lazy_loader

0.3

lcms2

2.12

ld_impl_linux-64

2.38

lerc

3

libaec

1.0.4

libavif

0.11.1

libboost

1.82.0

libbrotlicommon

1.0.9

libbrotlidec

1.0.9

libbrotlienc

1.0.9

libclang

14.0.6

libclang13

14.0.6

libcups

2.4.2

libcurl

8.5.0

libdeflate

1.17

libedit

3.1.20230828

libev

4.33

libevent

2.1.12

libffi

3.4.4

libgcc-ng

11.2.0

libgfortran-ng

11.2.0

libgfortran5

11.2.0

libglib

2.78.4

libgomp

11.2.0

libiconv

1.16

libllvm14

14.0.6

libnghttp2

1.57.0

libpng

1.6.39

libpq

12.17

libprotobuf

3.20.3

libsodium

1.0.18

libspatialindex

1.9.3

libssh2

1.10.0

libstdcxx-ng

11.2.0

libthrift

0.15.0

libtiff

4.5.1

libuuid

1.41.5

libwebp-base

1.3.2

libxcb

1.15

libxkbcommon

1.0.1

libxml2

2.10.4

libxslt

1.1.37

libzopfli

1.0.3

linkify-it-py

2.0.0

llvmlite

0.42.0

locket

1.0.0

lxml

4.9.3

lz4

4.3.2

lz4-c

1.9.4

lzo

2.1

markdown

3.4.1

markdown-it-py

2.2.0

markupsafe

2.1.3

matplotlib

3.8.0

matplotlib-base

3.8.0

matplotlib-inline

0.1.6

mccabe

0.7.0

mdit-py-plugins

0.3.0

mdurl

0.1.0

mistune

2.0.4

mkl

2023.1.0

mkl-service

2.4.0

mkl_fft

1.3.8

mkl_random

1.2.4

more-itertools

10.1.0

mpc

1.1.0

mpfr

4.0.2

mpmath

1.3.0

msgpack-python

1.0.3

multidict

6.0.4

multipledispatch

0.6.0

munkres

1.1.4

mypy

1.8.0

mypy_extensions

1.0.0

mysql

5.7.24

nbclient

0.8.0

nbconvert

7.10.0

nbformat

5.9.2

ncurses

6.4

nest-asyncio

1.6.0

networkx

3.1

nltk

3.8.1

nodeenv

1.7.0

notebook

7.0.8

notebook-shim

0.2.3

nspr

4.35

nss

3.89.1

numba

0.59.1

numexpr

2.8.7

numpy

1.26.4

numpy-base

1.26.4

numpydoc

1.5.0

oniguruma

6.9.7.1

openjpeg

2.4.0

openpyxl

3.0.10

openssl

3.0.13

orc

1.7.4

overrides

7.4.0

packaging

23.2

pandas

2.1.4

pandocfilters

1.5.0

panel

1.4.1

param

2.1.0

parsel

1.8.1

parso

0.8.3

partd

1.4.1

pathspec

0.10.3

patsy

0.5.3

pcre2

10.42

pexpect

4.8.0

pickleshare

0.7.5

pillow

10.2.0

pip

23.3.1

platformdirs

2.5.2

plotly

5.19.0

pluggy

1.0.0

ply

3.11

pre-commit

3.4.0

prometheus_client

0.14.1

prompt-toolkit

3.0.43

prompt_toolkit

3.0.43

protego

0.1.16

protobuf

3.20.3

psutil

5.9.0

ptyprocess

0.7.0

pure_eval

0.2.2

py-cpuinfo

9.0.0

pyarrow

14.0.2

pyasn1

0.4.8

pyasn1-modules

0.2.8

pycodestyle

2.10.0

pycparser

2.21

pyct

0.5.0

pycurl

7.45.2

pydeck

0.7.1

pydispatcher

2.0.5

pydocstyle

6.3.0

pyerfa

2.0.0

pyflakes

3.0.1

pygments

2.15.1

pylint

2.16.2

pylint-venv

3.0.3

pyls-spyder

0.4.0

pympler

0.9

pyodbc

5.0.1

pyopenssl

24.0.0

pyparsing

3.0.9

pyqt

5.15.10

pyqt5-sip

12.13.0

pyqtwebengine

5.15.10

pysocks

1.7.1

pytables

3.9.2

pytest

7.4.0

python

3.10.14

python-dateutil

2.8.2

python-fastjsonschema

2.16.2

python-json-logger

2.0.7

python-lmdb

1.4.1

python-lsp-black

2.0.0

python-lsp-jsonrpc

1.1.2

python-lsp-server

1.7.2

python-slugify

5.0.2

python-snappy

0.6.1

python-tzdata

2023.3

pytoolconfig

1.2.6

pytz

2023.3.post1

pyviz_comms

3.0.2

pywavelets

1.5.0

pyxdg

0.27

pyyaml

6.0.1

pyzmq

25.1.2

qdarkstyle

3.0.2

qstylizer

0.2.2

qt-main

5.15.2

qt-webengine

5.15.9

qtawesome

1.2.2

qtconsole

5.4.2

qtpy

2.4.1

queuelib

1.6.2

re2

2022.04.01

readline

8.2

referencing

0.30.2

regex

2023.10.3

requests

2.31.0

requests-file

1.5.1

rfc3339-validator

0.1.4

rfc3986-validator

0.1.1

rich

13.3.5

rope

1.12.0

rpds-py

0.10.6

rtree

1.0.1

s2n

1.3.27

s3fs

2023.10.0

scikit-image

0.22.0

scikit-learn

1.3.0

scipy

1.12.0

scrapy

2.11.1

seaborn

0.12.2

secretstorage

3.3.1

semver

3.0.2

send2trash

1.8.2

service_identity

18.1.0

setuptools

68.2.2

sip

6.7.12

six

1.16.0

smart_open

5.2.1

smmap

4.0.0

snappy

1.1.10

sniffio

1.3.0

snowballstemmer

2.2.0

sortedcontainers

2.4.0

soupsieve

2.5

sphinx

5.0.2

sphinxcontrib-applehelp

1.0.2

sphinxcontrib-devhelp

1.0.2

sphinxcontrib-htmlhelp

2.0.0

sphinxcontrib-jsmath

1.0.1

sphinxcontrib-qthelp

1.0.3

sphinxcontrib-serializingh

tml 1.1.5

spyder

5.4.3

spyder-kernels

2.4.4

sqlalchemy

2.0.25

sqlite

3.41.2

stack_data

0.2.0

statsmodels

0.14.0

streamlit

1.16.0

sympy

1.12

tabulate

0.9.0

tbb

2021.8.0

tblib

1.7.0

tenacity

8.2.2

terminado

0.17.1

text-unidecode

1.3

textdistance

4.2.1

threadpoolctl

2.2.0

three-merge

0.1.1

tifffile

2023.4.12

tinycss2

1.2.1

tk

8.6.12

tldextract

3.2.0

toml

0.10.2

tomli

2.0.1

tomlkit

0.11.1

toolz

0.12.0

tornado

6.3.3

tqdm

4.65.0

traitlets

5.7.1

twisted

23.10.0

typing-extensions

4.9.0

typing_extensions

4.9.0

tzdata

2024a

tzlocal

2.1

uc-micro-py

1.0.1

ujson

5.4.0

ukkonen

1.0.1

unidecode

1.2.0

unixodbc

2.3.11

urllib3

2.0.7

utf8proc

2.6.1

validators

0.18.2

virtualenv

20.17.1

w3lib

2.1.2

watchdog

2.1.6

wcwidth

0.2.5

webencodings

0.5.1

websocket-client

0.58.0

werkzeug

2.2.3

whatthepatch

1.0.2

wheel

0.41.2

widgetsnbextension

4.0.10

wrapt

1.14.1

wurlitzer

3.0.2

xarray

2023.6.0

xyzservices

2022.9.0

xz

5.4.6

yaml

0.2.5

yapf

0.31.0

yarl

1.9.3

zeromq

4.3.5

zfp

1.0.0

zict

3.0.0

zipp

3.17.0

zlib

1.2.13

zlib-ng

2.0.7

zope

1

zope.interface

5.4.0

zstd

1.5.5
Packages included in anaconda-ai-2024.04-py10

Package Name

Package Version

_anaconda_depends

2024.02

_libgcc_mutex

0.1

_openmp_mutex

5.1

_py-xgboost-mutex

2

_tflow_select

2.3.0

abseil-cpp

20211102

absl-py

1.4.0

aiobotocore

2.7.0

aiohttp

3.9.3

aioitertools

0.7.1

aiosignal

1.2.0

alabaster

0.7.12

altair

5.0.1

anaconda-catalogs

0.2.0

annotated-types

0.6.0

anyio

4.2.0

aom

3.6.0

appdirs

1.4.4

argon2-cffi

21.3.0

argon2-cffi-bindings

21.2.0

arrow

1.2.3

arrow-cpp

11.0.0

astroid

2.14.2

astropy

5.3.4

asttokens

2.0.5

astunparse

1.6.3

async-lru

2.0.4

async-timeout

4.0.3

atomicwrites

1.4.0

attrs

23.1.0

automat

20.2.0

autopep8

2.0.4

aws-c-common

0.4.57

aws-c-event-stream

0.1.6

aws-checksums

0.1.9

aws-sdk-cpp

1.8.185

babel

2.11.0

backoff

2.2.1

bcrypt

4.1.2

beautifulsoup4

4.12.2

binaryornot

0.4.4

black

24.3.0

blas

1

bleach

4.1.0

blinker

1.6.2

blosc

1.21.3

bokeh

3.4.0

boost-cpp

1.73.0

botocore

1.31.64

bottleneck

1.3.7

brotli

1.0.9

brotli-bin

1.0.9

brotli-python

1.0.9

brunsli

0.1

bzip2

1.0.8

c-ares

1.19.1

c-blosc2

2.12.0

ca-certificates

2024.3.11

cachetools

4.2.2

cairo

1.16.0

catalogue

2.0.10

certifi

2024.2.2

cffi

1.16.0

cfgv

3.4.0

cfitsio

3.47

chardet

4.0.0

charls

2.2.0

charset-normalizer

2.0.4

chroma-hnswlib

0.7.3

chromadb

0.4.17

click

8.1.7

cloudpathlib

0.16.0

cloudpickle

2.2.1

colorama

0.4.6

colorcet

3.1.0

coloredlogs

15.0.1

comm

0.2.1

confection

0.1.4

constantly

23.10.4

contourpy

1.2.0

cookiecutter

2.6.0

cryptography

41.0.3

cssselect

1.2.0

ctransformers

0.2.27

curl

8.2.1

cycler

0.11.0

cymem

2.0.6

cyrus-sasl

2.1.28

cython-blis

0.7.9

cytoolz

0.12.2

dask

2023.11.0

dask-core

2023.11.0

dataclasses-json

0.6.4

datasets

2.12.0

datashader

0.16.0

dav1d

1.2.1

dbus

1.13.18

debugpy

1.6.7

decorator

5.1.1

defusedxml

0.7.1

deprecated

1.2.14

diff-match-patch

20200713

dill

0.3.6

dirtyjson

1.0.8

distlib

0.3.6

distributed

2023.11.0

distro

1.9.0

docstring-to-markdown

0.11

docutils

0.18.1

eigen

3.4.0

entrypoints

0.4

et_xmlfile

1.1.0

exceptiongroup

1.2.0

executing

0.8.3

expat

2.5.0

fastapi

0.110.1

ffmpeg

4.2.2

filelock

3.13.1

flake8

6.0.0

flask

2.2.5

flatbuffers

2.0.0

fontconfig

2.14.1

fonttools

4.25.0

freetype

2.12.1

frozenlist

1.4.0

fsspec

2023.10.0

gast

0.4.0

gensim

4.3.0

gflags

2.2.2

giflib

5.2.1

gitdb

4.0.7

gitpython

3.1.37

glib

2.78.4

glib-tools

2.78.4

glog

0.5.0

gmp

6.2.1

gmpy2

2.1.2

gnutls

3.6.15

google-auth

2.6.0

google-auth-oauthlib

0.4.4

google-pasta

0.2.0

googleapis-common-protos

1.63.0

graphite2

1.3.14

greenlet

3.0.1

grpc-cpp

1.46.1

grpcio

1.62.1

gst-plugins-base

1.14.1

gstreamer

1.14.1

h11

0.14.0

h5py

3.9.0

harfbuzz

4.3.0

hdf5

1.12.1

heapdict

1.0.1

holoviews

1.18.3

httpcore

1.0.2

httptools

0.6.1

httpx

0.26.0

huggingface_accelerate

0.21.0

huggingface_hub

0.20.3

humanfriendly

10

hvplot

0.9.2

hyperlink

21.0.0

icu

58.2

identify

2.5.5

idna

3.4

imagecodecs

2023.1.23

imageio

2.33.1

imagesize

1.4.1

imbalanced-learn

0.11.0

importlib-metadata

7.0.1

importlib-resources

6.4.0

importlib_metadata

7.0.1

incremental

22.10.0

inflection

0.5.1

iniconfig

1.1.1

intake

0.6.8

intel-openmp

2023.1.0

intervaltree

3.1.0

ipykernel

6.28.0

ipython

8.20.0

ipython_genutils

0.2.0

ipywidgets

8.1.2

isort

5.9.3

itemadapter

0.3.0

itemloaders

1.1.0

itsdangerous

2.0.1

jaraco.classes

3.2.1

jedi

0.18.1

jeepney

0.7.1

jellyfish

1.0.1

jinja2

3.1.3

jmespath

1.0.1

joblib

1.2.0

jpeg

9e

jq

1.6

json5

0.9.6

jsonpatch

1.33

jsonpointer

2.4

jsonschema

4.19.2

jsonschema-specifications

2023.7.1

jupyter

1.0.0

jupyter-lsp

2.2.0

jupyter_client

8.6.0

jupyter_console

6.6.3

jupyter_core

5.5.0

jupyter_events

0.8.0

jupyter_server

2.10.0

jupyter_server_terminals

0.4.4

jupyterlab

4.0.11

jupyterlab-variableinspect

or 3.1.0

jupyterlab_pygments

0.1.2

jupyterlab_server

2.25.1

jupyterlab_widgets

3.0.10

jxrlib

1.1

keras

2.11.0

keras-preprocessing

1.1.2

keyring

24.3.1

kiwisolver

1.4.4

krb5

1.20.1

kubernetes

29.0.0

lame

3.1

langchain

0.1.16

langchain-community

0.0.32

langchain-core

0.1.42

langchain-text-splitters

0.0.1

langcodes

3.3.0

langsmith

0.1.45

lazy-object-proxy

1.6.0

lazy_loader

0.3

lcms2

2.12

ld_impl_linux-64

2.38

lerc

3

libaec

1.0.4

libavif

0.11.1

libboost

1.73.0

libbrotlicommon

1.0.9

libbrotlidec

1.0.9

libbrotlienc

1.0.9

libclang

14.0.6

libclang13

14.0.6

libcups

2.4.2

libcurl

8.2.1

libdeflate

1.17

libedit

3.1.20230828

libev

4.33

libevent

2.1.12

libffi

3.4.4

libgcc-ng

11.2.0

libgfortran-ng

11.2.0

libgfortran5

11.2.0

libglib

2.78.4

libgomp

11.2.0

libiconv

1.16

libidn2

2.3.4

libllvm14

14.0.6

libnghttp2

1.52.0

libopenblas

0.3.21

libopus

1.3.1

libpng

1.6.39

libpq

12.15

libprotobuf

3.20.3

libsodium

1.0.18

libspatialindex

1.9.3

libssh2

1.10.0

libstdcxx-ng

11.2.0

libtasn1

4.19.0

libthrift

0.15.0

libtiff

4.5.1

libunistring

0.9.10

libuuid

1.41.5

libvpx

1.7.0

libwebp

1.3.2

libwebp-base

1.3.2

libxcb

1.15

libxgboost

1.7.6

libxkbcommon

1.0.1

libxml2

2.10.4

libxslt

1.1.37

libzopfli

1.0.3

linkify-it-py

2.0.0

llama-index

0.9.48

llvmlite

0.42.0

locket

1.0.0

lxml

4.9.3

lz4

4.3.2

lz4-c

1.9.4

lzo

2.1

markdown

3.4.1

markdown-it-py

2.2.0

markupsafe

2.1.3

marshmallow

3.21.1

matplotlib

3.8.0

matplotlib-base

3.8.0

matplotlib-inline

0.1.6

mccabe

0.7.0

mdit-py-plugins

0.3.0

mdurl

0.1.0

mistune

2.0.4

mkl

2023.1.0

monotonic

1.6

more-itertools

10.1.0

mpc

1.1.0

mpfr

4.0.2

mpmath

1.3.0

msgpack-python

1.0.3

multidict

6.0.4

multipledispatch

0.6.0

multiprocess

0.70.14

munkres

1.1.4

murmurhash

1.0.7

mypy

1.8.0

mypy_extensions

1.0.0

mysql

5.7.24

nbclient

0.8.0

nbconvert

7.10.0

nbformat

5.9.2

ncurses

6.4

nest-asyncio

1.6.0

nettle

3.7.3

networkx

3.1

ninja

1.10.2

ninja-base

1.10.2

nltk

3.8.1

nodeenv

1.7.0

notebook

7.0.8

notebook-shim

0.2.3

nspr

4.35

nss

3.89.1

numba

0.59.1

numexpr

2.8.7

numpy

1.26.4

numpy-base

1.26.4

numpydoc

1.5.0

oauthlib

3.2.2

oniguruma

6.9.7.1

onnxruntime

1.17.1

openai

1.17.0

opencv

4.6.0

openh264

2.1.1

openjpeg

2.4.0

openpyxl

3.0.10

openssl

1.1.1w

opentelemetry-api

1.16.0

opentelemetry-exporter-otl

p-proto-grpc

opentelemetry-proto

1.16.0

opentelemetry-sdk

1.16.0

opentelemetry-semantic-con

ventions 0.37

opt_einsum

3.3.0

orc

1.7.4

orjson

3.10.0

overrides

7.4.0

packaging

23.2

pandas

2.1.4

pandocfilters

1.5.0

panel

1.4.1

param

2.1.0

parsel

1.8.1

parso

0.8.3

partd

1.4.1

pathspec

0.10.3

patsy

0.5.3

pcre2

10.42

pexpect

4.8.0

pickleshare

0.7.5

pillow

10.2.0

pip

23.3.1

pixman

0.40.0

platformdirs

2.5.2

plotly

5.19.0

pluggy

1.0.0

ply

3.11

posthog

3.5.0

pre-commit

3.4.0

preshed

3.0.6

prometheus_client

0.14.1

prompt-toolkit

3.0.43

prompt_toolkit

3.0.43

protego

0.1.16

protobuf

3.19.6

psutil

5.9.0

ptyprocess

0.7.0

pulsar-client

3.4.0

pure_eval

0.2.2

py-cpuinfo

9.0.0

py-xgboost

1.7.6

pyarrow

11.0.0

pyasn1

0.4.8

pyasn1-modules

0.2.8

pycodestyle

2.10.0

pycparser

2.21

pyct

0.5.0

pycurl

7.45.2

pydantic

2.5.3

pydantic-core

2.14.6

pydeck

0.7.1

pydispatcher

2.0.5

pydocstyle

6.3.0

pyerfa

2.0.0

pyflakes

3.0.1

pygments

2.15.1

pyjwt

2.4.0

pylint

2.16.2

pylint-venv

3.0.3

pyls-spyder

0.4.0

pympler

0.9

pyodbc

5.0.1

pyopenssl

23.2.0

pyparsing

3.0.9

pypdf

4.2.0

pypika

0.48.9

pyqt

5.15.10

pyqt5-sip

12.13.0

pyqtwebengine

5.15.10

pysocks

1.7.1

pytables

3.9.2

pytest

7.4.0

python

3.10.13

python-dateutil

2.8.2

python-dotenv

1.0.1

python-fastjsonschema

2.16.2

python-flatbuffers

2

python-json-logger

2.0.7

python-lmdb

1.4.1

python-lsp-black

2.0.0

python-lsp-jsonrpc

1.1.2

python-lsp-server

1.7.2

python-slugify

5.0.2

python-snappy

0.6.1

python-tzdata

2023.3

python-xxhash

2.0.2

pytoolconfig

1.2.6

pytorch

2.2.0

pytz

2023.3.post1

pyviz_comms

3.0.2

pywavelets

1.5.0

pyxdg

0.27

pyyaml

6.0.1

pyzmq

25.1.2

qdarkstyle

3.0.2

qstylizer

0.2.2

qt-main

5.15.2

qt-webengine

5.15.9

qtawesome

1.2.2

qtconsole

5.4.2

qtpy

2.4.1

qtwebkit

5.212

queuelib

1.6.2

re2

2022.04.01

readline

8.2

referencing

0.30.2

regex

2023.10.3

requests

2.31.0

requests-file

1.5.1

requests-oauthlib

1.3.0

responses

0.13.3

rfc3339-validator

0.1.4

rfc3986-validator

0.1.1

rich

13.3.5

rope

1.12.0

rpds-py

0.10.6

rsa

4.7.2

rtree

1.0.1

s3fs

2023.10.0

safetensors

0.4.2

scikit-image

0.22.0

scikit-learn

1.3.0

scipy

1.12.0

scrapy

2.11.1

seaborn

0.12.2

secretstorage

3.3.1

semver

3.0.2

send2trash

1.8.2

service_identity

18.1.0

setuptools

68.2.2

shellingham

1.5.0

sip

6.7.12

six

1.16.0

smart_open

5.2.1

smmap

4.0.0

snappy

1.1.10

sniffio

1.3.0

snowballstemmer

2.2.0

sortedcontainers

2.4.0

soupsieve

2.5

spacy

3.7.2

spacy-legacy

3.0.12

spacy-loggers

1.0.4

sphinx

5.0.2

sphinxcontrib-applehelp

1.0.2

sphinxcontrib-devhelp

1.0.2

sphinxcontrib-htmlhelp

2.0.0

sphinxcontrib-jsmath

1.0.1

sphinxcontrib-qthelp

1.0.3

sphinxcontrib-serializingh

tml 1.1.5

spyder

5.4.3

spyder-kernels

2.4.4

sqlalchemy

2.0.29

sqlite

3.41.2

srsly

2.4.8

stack_data

0.2.0

starlette

0.37.2

statsmodels

0.14.0

streamlit

1.16.0

sympy

1.12

tabulate

0.9.0

tbb

2021.8.0

tblib

1.7.0

tenacity

8.2.3

tensorboard

2.11.0

tensorboard-data-server

0.6.1

tensorboard-plugin-wit

1.8.1

tensorflow

2.11.0

tensorflow-base

2.11.0

tensorflow-estimator

2.11.0

termcolor

2.1.0

terminado

0.17.1

text-unidecode

1.3

textdistance

4.2.1

thinc

8.2.2

threadpoolctl

2.2.0

three-merge

0.1.1

tifffile

2023.4.12

tiktoken

0.6.0

tinycss2

1.2.1

tk

8.6.12

tldextract

3.2.0

tokenizers

0.13.2

toml

0.10.2

tomli

2.0.1

tomlkit

0.11.1

toolz

0.12.0

tornado

6.3.3

tqdm

4.65.0

traitlets

5.7.1

transformers

4.32.1

twisted

23.10.0

typer

0.9.0

typing-extensions

4.9.0

typing-inspect

0.9.0

typing_extensions

4.9.0

tzdata

2024a

tzlocal

2.1

uc-micro-py

1.0.1

ujson

5.4.0

ukkonen

1.0.1

unidecode

1.2.0

unixodbc

2.3.11

urllib3

2.0.7

utf8proc

2.6.1

uvicorn

0.29.0

uvloop

0.19.0

validators

0.18.2

virtualenv

20.17.1

w3lib

2.1.2

wasabi

0.9.1

watchdog

2.1.6

watchfiles

0.21.0

wcwidth

0.2.5

weasel

0.3.4

webencodings

0.5.1

websocket-client

0.58.0

websockets

12

werkzeug

2.2.3

whatthepatch

1.0.2

wheel

0.41.2

widgetsnbextension

4.0.10

wrapt

1.14.1

wurlitzer

3.0.2

x264

1!157.2019121

xarray

2023.6.0

xxhash

0.8.0

xyzservices

2022.9.0

xz

5.4.6

yaml

0.2.5

yapf

0.31.0

yarl

1.9.3

zeromq

4.3.5

zfp

1.0.0

zict

3.0.0

zipp

3.17.0

zlib

1.2.13

zlib-ng

2.0.7

zope

1

zope.interface

5.4.0

zstd

1.5.5

To see a list of available environments:

conda info --envs

To see a list of packages in your current environment:

conda list

Creating custom environments#

If you need a specific set of packages that are not included in one of our default environments, you can create your own environment to customize to your needs.

Note

Custom environments are stored using your dedicated, persistent Anaconda Notebooks storage. This ensures the custom environment will be available after the current session. Custom environments use your personal storage space and can easily get quite large, so only include the packages you need.

To create a new environment with an associated kernel:

  1. Open a terminal from the Launcher, which you can access by clicking the blue plus + in the top-left corner.

  2. Create a conda environment with an associated kernel by running the following command:

    # Replace <ENV_NAME> with a new name for your environment
# Replace <PACKAGE> with the name of a package you want to install in your environment
# Replace <KERNEL_PACKAGE> with the appropriate kernel package
conda create --name <ENV_NAME> <PACKAGE> <KERNEL_PACKAGE>

    Note

    • To create a Python kernel, replace <KERNEL_PACKAGE> with ipykernel.

    • To create an R kernel, replace <KERNEL_PACKAGE> with r-irkernel.

For more information about creating conda environments, see the official conda docs.

It might take a minute for your environment to be created and available for use. You might need to close and reopen your active notebook or refresh the browser for your new environment to appear.

Activating environments#

There are a few locations from which you can activate your environment:

Run the following within Anaconda Notebooks:

# Replace <ENV_NAME> with the name of your environment
conda activate <ENV_NAME>

Select the notebook displaying your custom environment name.

Click the kernel in the top right, then switch to your desired environment in the Select Kernel modal.

Installing additional packages#

Even after you’ve created an environment, you can continue to add packages as needed. To install additional packages in your environment, run the following command:

# Replace <PACKAGE> with the name of a package you want to install
conda install <PACKAGE>

Deactivating environments#

It is best practice to deactivate your environment when you are finished working in it. To deactivate your active environment, run the following command:

conda deactivate
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