Repository Index

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

• bayesian-methods
• pymc
• mathematical-analysis
• jupyter-notebook

Python code for "Probabilistic Machine learning" book by Kevin Murphy

• jupyter-notebooks
• machine-learning
• colab
• pml

"Probabilistic Machine Learning" - a book series by Kevin Murphy

Book_5_《统计至简》 | 鸢尾花书：从加减乘除到机器学习；上架！

• machine-learning
• multivariate-statistics
• pca
• regression

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER

• pytorch
• deep-learning
• machine-learning
• computer-vision

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

• machine-learning
• deep-learning
• python
• classification

Mobile Deep Learning Projects, published by Packt