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GitHub / rjurney / Agile_Data_Code_2
Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/rjurney%2FAgile_Data_Code_2
Stars: 456
Forks: 306
Open Issues: 7
License: mit
Language: Jupyter Notebook
Repo Size: 23.1 MB
Dependencies:
248
Created: about 8 years ago
Updated: about 1 month ago
Last pushed: about 10 hours ago
Last synced: about 9 hours ago
Topics: agile-data, agile-data-science, airflow, amazon-ec2, amazon-web-services, analytics, apache-kafka, apache-spark, data, data-science, data-syndrome, kafka, machine-learning, machine-learning-algorithms, predictive-analytics, python, python-3, python3, spark, vagrant
Files
Dependencies
- $BASE_CONTAINER latest build
- docker.elastic.co/elasticsearch/elasticsearch 7.14.2
- mongo 5.0.3
- mongo-express 0.54.0
- rjurney/agile_data_science latest
- wurstmeister/kafka 2.12-2.0.1
- wurstmeister/zookeeper latest
- Flask ^2.0.2
- Jinja2 ^3.0.2
- WTForms ^2.3.3
- avro >= 1.0
- beautifulsoup4 ^4.10.0
- confluent-kafka ^1.7.0
- elasticsearch7 >=7.14.0 <7.15.0
- frozendict ^2.0.7
- geopy ^2.2.0
- ipython ^7.28.0
- iso8601 ^0.1.16
- matplotlib ^3.4.3
- notebook ^6.4.5
- numpy ^1.21.3
- pymongo ^3.12.1
- python >=3.7,<3.10
- python-dateutil ^2.8.2
- requests ^2.26.0
- scikit-learn ^1.0
- scipy ^1.7.1
- seaborn ^0.11.2
- selenium ^4.0.0
- tabulate ^0.8.9
- tldextract ^3.1.2
- wikipedia ^1.4.0
- appnope ==0.1.2
- argcomplete ==1.12.3
- argon2-cffi ==21.1.0
- async-generator ==1.10
- attrs ==21.2.0
- avro ==1.10.2
- avro-python3 ==1.10.0
- backcall ==0.2.0
- beautifulsoup4 ==4.10.0
- bleach ==4.1.0
- certifi ==2021.10.8
- cffi ==1.15.0
- charset-normalizer ==2.0.7
- click ==8.0.3
- colorama ==0.4.4
- confluent-kafka ==1.7.0
- cryptography ==35.0.0
- cycler ==0.10.0
- debugpy ==1.5.1
- decorator ==5.1.0
- defusedxml ==0.7.1
- elasticsearch7 ==7.14.2
- entrypoints ==0.3
- fastavro ==1.4.6
- filelock ==3.3.1
- flask ==2.0.2
- frozendict ==2.0.7
- geographiclib ==1.52
- geopy ==2.2.0
- h11 ==0.12.0
- idna ==3.3
- importlib-metadata ==4.8.1
- ipykernel ==6.4.2
- ipython ==7.28.0
- ipython-genutils ==0.2.0
- iso8601 ==0.1.16
- itsdangerous ==2.0.1
- jedi ==0.18.0
- jinja2 ==3.0.2
- joblib ==1.1.0
- jsonschema ==4.1.2
- jupyter-client ==7.0.6
- jupyter-core ==4.8.1
- jupyterlab-pygments ==0.1.2
- kiwisolver ==1.3.2
- markupsafe ==2.0.1
- matplotlib ==3.4.3
- matplotlib-inline ==0.1.3
- mistune ==0.8.4
- nbclient ==0.5.4
- nbconvert ==6.2.0
- nbformat ==5.1.3
- nest-asyncio ==1.5.1
- notebook ==6.4.5
- numpy ==1.21.3
- outcome ==1.1.0
- packaging ==21.0
- pandas ==1.1.5
- pandocfilters ==1.5.0
- parso ==0.8.2
- pexpect ==4.8.0
- pickleshare ==0.7.5
- pillow ==8.4.0
- prometheus-client ==0.11.0
- prompt-toolkit ==3.0.21
- protobuf ==3.19.0
- ptyprocess ==0.7.0
- py ==1.10.0
- pycparser ==2.20
- pygments ==2.10.0
- pymongo ==3.12.1
- pyopenssl ==21.0.0
- pyparsing ==3.0.1
- pyrsistent ==0.18.0
- python-dateutil ==2.8.2
- pytz ==2021.3
- pywin32 ==302
- pywinpty ==1.1.4
- pyzmq ==22.3.0
- requests ==2.26.0
- requests-file ==1.5.1
- scikit-learn ==1.0
- scipy ==1.7.1
- seaborn ==0.11.2
- selenium ==4.0.0
- send2trash ==1.8.0
- six ==1.16.0
- sniffio ==1.2.0
- sortedcontainers ==2.4.0
- soupsieve ==2.2.1
- tabulate ==0.8.9
- terminado ==0.12.1
- testpath ==0.5.0
- threadpoolctl ==3.0.0
- tldextract ==3.1.2
- tornado ==6.1
- traitlets ==5.1.0
- trio ==0.19.0
- trio-websocket ==0.9.2
- typing-extensions ==3.10.0.2
- urllib3 ==1.26.7
- wcwidth ==0.2.5
- webencodings ==0.5.1
- werkzeug ==2.0.2
- wikipedia ==1.4.0
- wsproto ==1.0.0
- wtforms ==2.3.3
- zipp ==3.6.0