Binh Nguyen's repositories
autoptim
Automatic differentiation + optimization
benchmark-M1-acceleration
Benchmark M1 vs RTX3060
benchmark_lasso
Benchopt benchmark for Lasso
benchmark_logreg_l2
Benchopt benchmark for L2-regularized Logistic Regression
benchopt
Making your benchmark of optimization algorithms simple and open
hidimstat
HiDimStat: High-dimensional statistical inference tool for Python
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
deep-fmri
Deep fMRI
dired-hacks
Collection of useful dired additions
graph-neural-pde
Graph Neural PDEs
graph-prediction-with-fused-gromov-wasserstein
Python implementation of the supervised graph prediction method proposed in http://arxiv.org/abs/2202.03813 using PyTorch library and POT library (Python Optimal Transport).
group-lasso
Group Lasso implementation following the scikit-learn API
hcp_builder
Download and run GLM on HCP
leetcode-emacs
an emacs plugin to write leetcode programs
mattermost_notifier
Mattermost notifier for experiments on distant cluster
nce-noise-var
The Optimal Noise in Noise-Contrastive Learning Is Not What You Think - UAI 2022
POT
POT : Python Optimal Transport
python-language-server
Microsoft Language Server for Python
results
BenchOpt benchmark results
score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
StochOpt.jl
A suite of stochastic optimization methods for solving the empirical risk minimization problem.
styleguide
Style guides for Google-originated open-source projects