• Stars
    star
    2
  • Language
    Python
  • Created about 2 years ago
  • Updated about 2 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

Code for "An adaptively weighted stochastic gradient MCMC algorithm for Monte Carlo simulation and global optimization (Statistics and Computing 2022)"

More Repositories

1

Sentiment-Analysis-in-Event-Driven-Stock-Price-Movement-Prediction

Use NLP to predict stock price movement associated with news
Python
781
star
2

DeepLight_Deep-Lightweight-Feature-Interactions

Accelerating Inference for Recommendation Systems (WSDM'21)
Python
112
star
3

Contour-Stochastic-Gradient-Langevin-Dynamics

An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)
Jupyter Notebook
38
star
4

Automated-Equity-Asset-Selection-and-Allocation

Optimal portfolio selection
Python
33
star
5

Bayesian-Sparse-Deep-Learning

Code for An Adaptive Empirical Bayesian Method for Sparse Deep Learning (NeurIPS'19)
Python
18
star
6

Parallel-Solvers-for-Linear-System

Parallel Solver for Large-Scale Sparse Matrix Computations
C++
15
star
7

More-than-Algorithms

Refresh algorithms using C++ and Python
C++
13
star
8

Bayesian-Data-Analysis

An alternative to frequentist inference
R
10
star
9

two_sigma_financial_modeling

Kaggle Competition
Python
9
star
10

Variance_Reduced_Replica_Exchange_SGMCMC

Variance reduction in energy estimators accelerates the exponential convergence in deep learning (ICLR'21)
C
8
star
11

Interacting-Contour-Stochastic-Gradient-Langevin-Dynamics

A pleasantly parallel adaptive importance sampling algorithms for simulations of multi-modal distributions (ICLR'22)
Jupyter Notebook
7
star
12

Variational_Schrodinger_Diffusion_Model

A multi-variate transport-optimized diffusion models accelerated by simulation-free properties (ICML'24)
Jupyter Notebook
4
star
13

Non-reversible-Parallel-Tempering-for-Deep-Posterior-Approximation

Code for "Non-reversible Parallel Tempering for Deep Posterior Approximation (AAAI 2023)"
Roff
3
star
14

Jax_implementation_of_CSGLD

Test purposes
Python
2
star
15

Learn_Schrodinger_Bridge

Learn others code for practice
Python
1
star
16

Notes

1
star