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A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.

:smiley_cat:猫的前端回忆录 Cat's front memory, these share data are from my usual work and learning, hoping to help you, and hoping slowly improve, if you like you can star

Human preference data for "Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback"

Causal Discovery in Python. Learning causality from data.

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

记录Learning from data一书中的习题解答

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

A toy chatbot powered by deep learning and trained on data from Reddit

A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.