sophial05
3rd yr Ph.D. student in Statistics at Stanford. Previously graduated with B.S. with Honors in Mathematical and Computational Science from Stanford.
Stanford UniversityStanford
Pinned Repositories
A-Deep-Generative-Approach-to-Conditional-Sampling
Code for paper - A Deep Generative Approach to Conditional Sampling
AlphaLoss-TransIT-Code-MNIST-CIFAR
AnimateDiff
Official implementation of AnimateDiff.
ATAC-seq
POTNet
Implementation of Generative Modeling with Penalized Optimal Transport Network (POTNet)
CoupledNMF
Coupled clustering of single cell genomic data
sc-compReg
R package for single-cell comparative regulatory analysis
sophial05's Repositories
sophial05/POTNet
Implementation of Generative Modeling with Penalized Optimal Transport Network (POTNet)
sophial05/A-Deep-Generative-Approach-to-Conditional-Sampling
Code for paper - A Deep Generative Approach to Conditional Sampling
sophial05/AlphaLoss-TransIT-Code-MNIST-CIFAR
sophial05/AnimateDiff
Official implementation of AnimateDiff.
sophial05/Attention-CLX-stock-prediction
Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction
sophial05/awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
sophial05/be_great
A novel approach for synthesizing tabular data using pretrained large language models
sophial05/bsts
:exclamation: This is a read-only mirror of the CRAN R package repository. bsts — Bayesian Structural Time Series
sophial05/CausalImpact
An R package for causal inference in time series
sophial05/cs229m_notes
sophial05/Datasets
Machine learning datasets used in tutorials on MachineLearningMastery.com
sophial05/equity-transformer
sophial05/example-cv
A Nice-looking CV template made into LaTeX
sophial05/halfsibdesign
An R package containing several algorithms for finding REML estimates for covariances in the balanced q-dimensional half-sib design.
sophial05/improved_CcGAN
Continuous Conditional Generative Adversarial Networks (CcGAN)
sophial05/iOS-Wallpapers
An archive of every iOS wallpaper officially released by Apple
sophial05/journalClub-2024
Repository for Stats319
sophial05/LSTM-VAE
Repository containing notebooks of my posts on Medium
sophial05/MAX-Image-Resolution-Enhancer
Upscale an image by a factor of 4, while generating photo-realistic details.
sophial05/medicaldata
Data Package for Medical Datasets
sophial05/neural-approx-ss-lfi
Codes for ICLR 21 paper: Neural Approximate Sufficient Statistics for Implicit Models
sophial05/notes-on-statistics
Notes for statistics related topics
sophial05/pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
sophial05/resume.md
Write your resume in Markdown, style it with CSS, output to HTML and PDF
sophial05/Spherical_Sliced-Wasserstein
Implementation of our ICLR2023 paper "Spherical-Sliced Wasserstein"
sophial05/stats305c
STATS305C: Applied Statistics III (Spring, 2022)
sophial05/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
sophial05/vimrc
The ultimate Vim configuration (vimrc)
sophial05/Wally-AI
sophial05/wgan-gp
A pytorch implementation of Paper "Improved Training of Wasserstein GANs"