GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects.
The default container image that's used by GitHub Codespaces includes a set of machine learning libraries that are preinstalled in your codespace. For example, Numpy, pandas, SciPy, Matplotlib, seaborn, scikit-learn, Keras, PyTorch, Requests, and Plotly. For more information about th...
The directory for each chapter contains a README with additional information on content, code examples and additional resources. Part 1: From Data to Strategy Development 01 Machine Learning for Trading: From Idea to Execution 02 Market & Fundamental Data: Sources and Techniques ...
Codespaces give developers aconsistentdevelopment environment inminutes. You can customize this entire space, not only for yourself, but for everyone else that comes to that GitHub repo. As a beginner, it took me10 minsto set up the environment on Codespace vs60-120 minsset...
https://nbviewer.jupyter.org/github/trekhleb/homemade-machine-learning/blob/master/notebooks/linear_regression/non_linear_regression_demo.ipynb 2. 分类 在分类问题中,我们将输入的例子按一定的特征进行分割。 使用示例:垃圾邮件过滤、语言检测、查找类似文档、手写字母识别等。
https://github.com/trekhleb/homemade-machine-learning 【注:划线链接部分请点击底部“阅读原文”访问】 对于此仓库的Octave / MatLab版本,请查看machine-learning-octave项目。 本仓库包含在Python中实现的流行机器学习算法的示例,其中包含算法背后的解释。 每个算法都有交互式Jupyter Notebook演示,你可以使用它来训练...
git clone https://github.com/Azure/azureml-examples.git Understand the code The code for this tutorial uses TensorFlow to train an image classification machine learning model that categorizes handwritten digits from 0-9. It does so by creating a neural network that takes the pixel va...
《Machine Learning Yearning》是吴恩达历时两年,根据自己多年实践经验整理出来的一本机器学习、深度学习实践经验宝典。作为一本 AI 实战圣经,本书主要教你如何在实践中使机器学习算法的实战经验。 Github: https://github.com/deeplearning-ai/machine-learning-yearning-cnlinks.jianshu.com/go?to=https%3A%2F%...
4.0.machine learning&deep learning&reinforced learning)machine learning 4.1.machine learning(ML) 4.1.1.data preprocessing 4.1.2. elements in machine learning 4.1.3.linear model 4.1.4.decision tree 4.1.5.support vector machine(SVM) 4.1.6.bayesian classifiers ...
git clone--depth1https://github.com/Azure/azureml-examplescdazureml-examples/cli 使用--depth 1来仅克隆最新的存储库提交内容,这可以减少完成操作所需的时间。 本教程中的命令位于cli目录中的文件 deploy-local-endpoint.sh和deploy-managed-online-endpoint.sh。 YAML 配置文件位于 endpoints/online/managed/sam...