yiboyang / PRMLPY
Python demos for Chris Bishop's PRML textbook, and other machine learning stuff
☆23Updated 2 years ago
Related projects: ⓘ
- My solutions to Coursera hosted Bayesian methods course. (https://www.coursera.org/learn/bayesian-methods-in-machine-learning)☆27Updated 6 years ago
- Code and data for the second edition of the textbook `Machine Learning: An Algorithm Perspective" by Stephen Marsland.☆149Updated 3 years ago
- 📓 Notes from The Neural Perspective (discontinued) blog.☆84Updated 6 years ago
- Code snippets for "Introduction to Deep Learning with TensorFlow" at PyData Ann Arbor Aug 2017☆79Updated 7 years ago
- Some Jupyter notebooks based on Bishop's "Pattern Recognition and Machine Learning" book☆75Updated 4 years ago
- Coursera☆12Updated 8 years ago
- ☆30Updated 6 years ago
- ☆82Updated 7 years ago
- Code for Implementation, Inference, and Learning of Bayesian and Markov Networks along with some practical examples.☆104Updated 11 years ago
- This library is a wrapper for sklearn and works with data stored using Pandas module.☆17Updated 8 years ago
- ☆33Updated 7 years ago
- stanford cs224d 2016 assignment☆18Updated 7 years ago
- medium blog supplementaries | Backprop | Resnet & ResNext | RNN |☆73Updated 2 years ago
- A collection of tutorials from Deep Learning conferences.☆31Updated 7 years ago
- 32/2384 Solution to Kaggle Mercari Competition (solo silver medal winner)☆20Updated 6 years ago
- Summaries and notes on recent Deep Learning literature☆11Updated 4 years ago
- Materials for "Bayesian Methods for Machine Learning" Coursera MOOC☆132Updated 4 years ago
- ☆26Updated 6 years ago
- ☆78Updated 7 years ago
- Experiments in Bayesian Machine Learning☆67Updated 5 years ago
- Some example scripts on pytorch☆194Updated 2 years ago
- Material for the Montréal Deep Learning Summer School 2017☆77Updated 7 years ago
- ☆24Updated 6 years ago
- ☆184Updated this week
- A Python Package for data processing and building ML models, primarily based on pandas and sklearn libraries.☆17Updated 4 years ago
- A compiled list of kaggle competitions and their winning solutions for sequence problems.☆35Updated 8 years ago
- Python Version of BRML toolbox for Bayesian Reasoning and Machine Learning☆160Updated 9 years ago
- kdd2014PrizeWinner☆13Updated 10 years ago
- ☆11Updated this week
- Jupyter Notebook presentation for class imbalance in binary classification☆50Updated 6 years ago