best-of-ml-python
piqa
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best-of-ml-python | piqa | |
---|---|---|
16 | 4 | |
15,208 | 370 | |
1.3% | - | |
7.9 | 5.7 | |
7 days ago | 5 months ago | |
Python | Python | |
Creative Commons Attribution Share Alike 4.0 | MIT License |
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...
- Are there any speech recognition modules so I can write one and do not have to rely on google and the likes?
- 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
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best-of-python: A ranked list of awesome Python libraries and tools
Here ya go: https://github.com/ml-tooling/best-of-ml-python/pull/47
It's included, but on the machine learning list here: https://github.com/ml-tooling/best-of-ml-python#data-containers--structures which is linked a few times on the python list.
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-ml-python: Python libraries for machine learning.
piqa
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What are some of your gold standard Python open source repos you discovered here or elsewhere that have very high quality, commented and understandable code that use best practices?
I'm currently developing piqa a Python package for Image Quality Assessment and I really try to make the code concise, readable and understandable. Have a look 😉
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🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
I see there is no image quality library (IQA) library in your list. I've made one for PyTorch - piqa - recently. It is still an early project, but there are already a few very useful metrics.
What are some alternatives?
Awesome-WAF - 🔥 Web-application firewalls (WAFs) from security standpoint.
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
dtale - Visualizer for pandas data structures
ffcv - FFCV: Fast Forward Computer Vision (and other ML workloads!)
image-similarity-measures - :chart_with_upwards_trend: Implementation of eight evaluation metrics to access the similarity between two images. The eight metrics are as follows: RMSE, PSNR, SSIM, ISSM, FSIM, SRE, SAM, and UIQ.
awesome-python - An opinionated list of awesome Python frameworks, libraries, software and resources.
kmodes - Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data
NBA-Machine-Learning-Sports-Betting - NBA sports betting using machine learning
livelossplot - Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
speechbrain - A PyTorch-based Speech Toolkit
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.