A collection of analytics methods implemented with Python on Google Colab
MIT License
Numpy is a general-purpose array-processing package. It provides a high-performance multidimensio...
Control Engineering with Python
Statistical Rethinking (2nd ed.) with NumPyro
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
Material for a 24 hours course on Scientific Python
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Lecture Slides, Exercises, and Deployment Materials for "Foundations of Numerical Computing"
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
Minimalist Data Wrangling with Python (Open-Access Textbook)
An open access book on scientific visualization using python and matplotlib
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Ka...
Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
机器学习教程,本教程包含基于numpy、sklearn与tensorflow机器学习,也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。