yyyu200的专栏

Machine learning is eating the software world, and now deep learning is extending machine learning. This second edition of Sebastian Raschka’s bestselling book, Python Machine Learning, is now thoroughly updated using the latest Python open source libraries, so that you can understand and work at the cutting-edge of machine learning, neural networks, and deep learning. This highly acclaimed book has been modernized to include the popular TensorFlow deep learning library, essential coverage of the Keras neural network library, and the latest scikit-learn machine learning library updates. The result is a new edition of this classic book at the cutting edge of deep learning and machine learning. If you’re new to machine learning, you’ll find that this edition offers the techniques you need to create machine learning and deep learning applications. Raschka and Mirjalili introduce you to machine learning and deep learning algorithms from scratch, and if you read the first edition of this book, you’ll be delighted to find a new balance of classical and modern ideas.

It’s a remarkable GUI for Quantum Espresso. You can build the input file using it’s intuitive and easy to use Graphical Interface. Then the results are also very neatly shown, like the Band Structure, Density of States, etc. The best part is it comes with Quantum Espresso included, so it can run all the Quantum Espresso calculations, and show you the results. BURAI is available for Windows as well as MAC OS X.

The GNU Scientific Library (GSL) is a numerical library for C and C++ programmers. It is free software under the GNU General Public License. The library provides a wide range of mathematical routines such as random number generators, special functions and least-squares fitting. There are over 1000 functions in total with an extensive test suite.