pyglove
best-of-ml-python
pyglove | best-of-ml-python | |
---|---|---|
3 | 16 | |
321 | 15,633 | |
0.9% | 0.9% | |
8.3 | 7.8 | |
11 days ago | 1 day ago | |
Python | Python | |
Apache License 2.0 | 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.
pyglove
- PyGlove: Manipulating Python Programs
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🔥 Google Research Introduces An Extension of PyGlove: A General Purpose Python Library That Can Now Easily And Scalably Share Machine Learning Ideas As Code
👉 PyGlove represents ideas as symbolic rule-based patches, enabling researchers to write down the rules for models they have not seen. Quick Read: https://www.marktechpost.com/2023/02/08/google-research-introduces-an-extension-of-pyglove-a-general-purpose-python-library-that-can-now-easily-and-scalably-share-machine-learning-ideas-as-code/ Paper: https://arxiv.org/pdf/2302.01918.pdf Github: https://github.com/google/pyglove
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.
What are some alternatives?
pond-evolution - Project about evolution in small pond.
Awesome-WAF - 🔥 Web-application firewalls (WAFs) from security standpoint.
nni - An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
autokeras - AutoML library for deep learning
dtale - Visualizer for pandas data structures
ffcv - FFCV: Fast Forward Computer Vision (and other ML workloads!)
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