Download Python Scikit-Learn cheat sheet for free. Learn Python data loading, train testing data, data preparation, know how to choose the right model, prediction, model tuning, evaluating performance and more.
Let’s dive into how machine learning methods can be used for the classification and forecasting oftime seriesproblems with Python. But first let’s go back and appreciate the classics, where we will delve into a suite of classical methods for time series forecasting that you can test on your...
https://medium.com/machine-learning-in-practice/my-curated-list-of-ai-and-machine-learning-resources-from-around-the-web-9a97823b8524 中文翻译: http://www.sohu.com/a/168291972_473283 3. Cheat Sheet of Machine Learningand Python (and Math) Cheat Sheets (值得收藏的27 个机器学习的小抄) 英文...
In this post, you will discover a cheat sheet for the most popular statistical hypothesis tests for a machine learning project with examples using the Python API. Each statistical test is presented in a consistent way, including: The name of the test. What the test is checking. The key assu...
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来源:http://peekaboo-vision.blogspot.de/2013/01/machine-learning-cheat-sheet-for-scikit.html 来源: https://github.com/rcompton/ml_cheat_ sheet/blob/master/supervised_learning.ipynb Tensorflow 来源:https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks/1_Introduction/basic_operatio...
(来源:https://docs.microsoft.com/en-us/azure/machine-learning/studio/algorithm-cheat-sheet) 一般来说,可以从简单的可解释模型(如线性回归)开始尝试,如果发现性能不足再转而使用更复杂但通常更准确的模型。一部分模型的准确性与可解释性关系(无科学依据)如下: ...
http : //peekaboo-vision.blogspot.de/2013/01/machine-learning-cheat-sheet-for-scikit.html 来源:https://github.com/rcompton/ml_cheat_sheet/blob/master/supervised_learning.ipynb Tensorflow 来源: https://github.com/aymericdamien/TensorFlow-Examples/blob/master/notebooks/1_Introduction/basic_operations....
NLP Cheat Sheet - Introduction - Overview - Python - Starter Kit Introduction to Natural Language Processing (NLP) tools, frameworks, concepts, resources for Python NLP Python Libraries 🤗 Models & Datasets - includes all state-of-the models like BERT and datasets like CNN news spacy - NLP ...
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