Python Data Science Handbook: full text in Jupyter Notebooks
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Updated
Mar 23, 2022 - Jupyter Notebook
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Python Data Science Handbook: full text in Jupyter Notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
Statistical data visualization in Python
阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构
Open Machine Learning Course
A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.
An open access book on scientific visualization using python and matplotlib
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
Visual analysis and diagnostic tools to facilitate machine learning model selection.
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
Matplotlib 3.1 cheat sheet.
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
A comprehensive repository containing 30+ notebooks on learning machine learning!
Financial Markets Data Visualization using Matplotlib
A site that displays up to date COVID-19 stats, powered by fastpages.
An awesome iTerm2 backend for Matplotlib, so you can plot directly in your terminal.
Matplotlib Jupyter Integration
Cartopy - a cartographic python library with matplotlib support
High-level geospatial data visualization library for Python.
"Cyberpunk style" for matplotlib plots
pprofile + matplotlib = Python program profiled as an awesome heatmap!
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Summary
We have clf/clear and cla/clear as pairs of related but not quite the same methods an the Figure and Axes classes. The
clf/clearpair has mostly been consolidated (and is fully in #22735 ), but the cla case is more work because we bunch of Axes subclasses in the code base. Long term I think every Axes subclass:clearandclashould be identical