Yatao (An) Bian's repositories
bayesian-optimization
Python code for bayesian optimization using Gaussian processes
CLRS
Some exercises and problems in Introduction to Algorithms 3rd edition.
CtCI-6th-Edition-Python
Cracking the Coding Interview 6th Ed. Python Solutions
fast-jlt
Fast Johnson-Lindenstrauss Transform (FJLT)
forked-jekyll-now
Build a Jekyll blog in minutes, without touching the command line.
healthcareai-py
Python tools for healthcare machine learning
lattice
Lattice methods in TensorFlow
matplotlib-label-lines
Label line using matplotlib.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
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 ;)
robust-budget-allocation-code
Supporting code for "Robust Budget Allocation via Continuous Submodular Functions"
science_rcn
Reference implementation of a two-level RCN model
torch-submod
A PyTorch library for differentiable submodular minimization.