Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-python-data-science
A curated list of Python libraries used for data science.
https://github.com/thomasjpfan/awesome-python-data-science
Last synced: 3 days ago
JSON representation
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Machine Learning Frameworks
- Xgboost - Scalable, Portable and Distributed Gradient Boosting.
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Scientific
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Deep Learning Tools
- lightly - Lightly is a computer vision framework for self-supervised learning.
- TorchDrift - TorchDrift is a data and concept drift library for PyTorch.
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Visualization
- PyGWalker - Turns pandas and polars dataframes into a Tableau-like user interface for visual exploration.
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Exploration
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Feature Extraction
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General Feature Extraction
- dirty_cat - Encoding methods for dirty categorical variables.
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Images and Video
- SimpleCV - Wrapper around OpenCV.
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Text/NLP
- preprocessing - Simple interface for the CMU Pronouncing Dictionary.
- BlingFire - A lightning fast Finite State machine and REgular expression manipulation library.
- Fuzzy - Soundex, NYSIIS, Double Metaphone.
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Profiling
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Ranking/Recommender
- memory_profiler - monitoring memory usage of a python program.
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Python Tools
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Deep Learning Frameworks
- tensorlayer - A Deep Learning and Reinforcement Learning Library for Researchers and Engineers.
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Data Gathering
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Ranking/Recommender
- gain - Web crawling framework based on asyncio.
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Programming Languages
Categories
Keywords
python
2
a3c
1
artificial-intelligence
1
chatbot
1
deep-learning
1
dqn
1
gan
1
google
1
imagenet
1
neural-network
1
object-detection
1
reinforcement-learning
1
tensorflow
1
tensorflow-tutorial
1
tensorflow-tutorials
1
tensorlayer
1
ai
1
drift-detection
1
neural-networks
1
pytorch
1
aiohttp
1
asyncio
1
crawler
1
spider
1
uvloop
1