best-of-ml-python
best-of-jupyter
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| best-of-ml-python | best-of-jupyter | |
|---|---|---|
| 16 | 3 | |
| 15,284 | 827 | |
| 1.2% | 3.7% | |
| 7.9 | 7.9 | |
| 7 days ago | 7 days ago | |
| Python | ||
| Creative Commons Attribution Share Alike 4.0 | Creative Commons Attribution Share Alike 4.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
best-of-ml-python
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Ask HN: How to get back into AI?
For Python, here's a nice compilation: https://github.com/ml-tooling/best-of-ml-python/blob/main/RE...
- Best-Of Machine Learning with Python
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Questions regarding Job Requirements for data analyst to data science transition?
You will need numpy, scipy, pandas, scikit-learn, Keras/tensorflow/pytorch, xgboost and many many many others. See this list for example.
- Awesome list of ML
- Are there any speech recognition modules so I can write one and do not have to rely on google and the likes?
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Learning opencv
Take a look at this list on github. It has a pretty comprehensive list of python image libraries.
- Best-of Machine Learning with Python
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
best-of-jupyter
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Spreadsheet errors can have disastrous consequences – yet we keep making them
What are some Software Development methods for reducing errors:
1. AUTOMATED TESTS; test assertions
To write spreadsheet tests:
A. Write your own test assertion library for their macro language; write assertEqual() in VBscript and Apps Script.
B. Use another language with a test library and a test runner; e.g. Python and the `assert` keyword, unittest.TestCase().assertEqual() or pytest.
C. Test the spreadsheet GUI with something like AutoHotKey.
From https://news.ycombinator.com/item?id=35896192 :
> The Scientific Method is testing, so testing (tests, assertions, fixtures) should be core to any scientific workflow system.
> awesome-jupyter#testing: https://github.com/markusschanta/awesome-jupyter#testing
> ml-tooling/best-of-jupyter lists papermill/papermill under "Interactive Widgets/Visualization" https://github.com/ml-tooling/best-of-jupyter#interactive-wi...
- Mathics: A free, open-source alternative to Mathematica
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-jupyter: Jupyter Notebook, Hub, and Lab projects.
What are some alternatives?
Awesome-WAF - 🔥 Web-application firewalls (WAFs) from security standpoint.
ocaml-jupyter - An OCaml kernel for Jupyter (IPython) notebook
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
docker-stacks - Ready-to-run Docker images containing Jupyter applications
dtale - Visualizer for pandas data structures
best-of-generator - 🏆 Generates a ranked list of awesome libraries and tools.
ffcv - FFCV: Fast Forward Computer Vision (and other ML workloads!)
ubelt - A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
mathquill - Easily type math in your webapp
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
best-of-web-python - 🏆 A ranked list of awesome python libraries for web development. Updated weekly.