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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.
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Tracking mentions began in Dec 2020.
Ask HN: How to get back into AI?
7 projects | news.ycombinator.com | 10 Dec 2022
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?
2 projects | reddit.com/r/learnmachinelearning | 18 Apr 2021
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
2 projects | reddit.com/r/learnmachinelearning | 18 Jan 2021
best-of-python: A ranked list of awesome Python libraries and tools
7 projects | reddit.com/r/Python | 14 Jan 2021
Here ya go: https://github.com/ml-tooling/best-of-ml-python/pull/477 projects | reddit.com/r/Python | 14 Jan 2021
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.
[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
10 projects | reddit.com/r/MachineLearning | 14 Jan 2021
best-of-ml-python: Python libraries for machine learning.
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!)
awesome-python - A curated 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
livelossplot - Live training loss plot in Jupyter Notebook for Keras, PyTorch and others
speedtest-cli - Command line interface for testing internet bandwidth using speedtest.net
ydata-profiling - Create HTML profiling reports from pandas DataFrame objects
VeRyPy - A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
speechbrain - A PyTorch-based Speech Toolkit
petastorm - Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet format. It supports ML frameworks such as Tensorflow, Pytorch, and PySpark and can be used from pure Python code.