shuqike

RAFA_code

academic-homepage

🏡 GitHub Pages template for personal academic homepage

auditing-dpsgd

Code for Auditing DPSGD

beta_shapley

Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning (AISTATS 2022 Oral)

Computational-algebraic-geometry

RAFA_code

transfer_learning

Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratch, and testing them on a variety of datasets (transfer learning)

CBIG

shuqike/RAFA_code

shuqike/transfer_learning

Framework code with wandb, checkpointing, logging, configs, experimental protocols. Useful for fine-tuning models or training from scratch, and testing them on a variety of datasets (transfer learning)

shuqike/academic-homepage

🏡 GitHub Pages template for personal academic homepage

shuqike/CBIG

shuqike/DP-LPFT-torch

shuqike/DP-RandP

Code for "Differentially Private Image Classification by Learning Priors from Random Processes"

shuqike/dplr

Differentially Private Linear Regresssion

shuqike/FamilyTutorialExample

shuqike/fast-differential-privacy

shuqike/FL-Non-IID-experiment-37

shuqike/jax_privacy

Algorithms for Privacy-Preserving Machine Learning in JAX

shuqike/kang-2024-examples-concepts

Code for Kang & Toyoizumi, "Distinguishing examples while building concepts in hippocampal and artificial networks," bioRxiv (2023)

shuqike/label-dp

shuqike/LoRA-ViT

Low rank adaptation for Vision Transformer

shuqike/m2

Repo for "Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture"

shuqike/makeMoE

From scratch implementation of a sparse mixture of experts language model inspired by Andrej Karpathy's makemore :)

shuqike/moco_cifar100

shuqike/Neuroimaging_Pattern_Masks

Brain signature patterns, atlases of regions, and meta-analysis masks for neuroimaging data analysis.

shuqike/NonconvexCCD

Cyclic Block Coordinate Descent With Variance Reduction for Composite Nonconvex Optimization

shuqike/phi2-finetune

shuqike/planning-LLaMA-family

shuqike/projectlearn-project-based-learning

A curated list of project tutorials for project-based learning.

shuqike/Purchase100-Texas100-datasets

A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challenge

shuqike/quinine

A library to create and manage configuration files, especially for machine learning projects.

shuqike/shuqike

shuqike/spherecluster

Clustering routines for the unit sphere

shuqike/SpinWalk

SpinWalk, a framework for Monte-Carlo simulation to model spins random walk within a microvascular network

shuqike/torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

shuqike/tsai

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

shuqike/weak-to-strong