shifwang/MyShakeAnalysis
Analyze Myshake dataset for 215 group project.
PhD student major in Statistics and interested in machine learning.
Repositories
shifwang/paper-debiased-feature-importance
This includes the code to replicate results in the paper on debiased feature importance.
shifwang/Stat222-spring-2018
shifwang/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
shifwang/pandas-profiling
Create HTML profiling reports from pandas DataFrame objects
shifwang/Nonconvex_ADMM_Demos
This includes codes for Alternating Direction Method of Multipliers (ADMM) on several interesting applications, such as Lq basis pursuit, logistic regression, etc.. It serves as a start point for those who want to understand ADMM and examine its performance for nonconvex nonsmooth optimization.
shifwang/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
shifwang/aideml
AIDE: the state-of-the-art machine learning engineer agent, generating machine learning solution code from natural language descriptions.
shifwang/SeeAct
[ICML'24] SeeAct is a system for generalist web agents that autonomously carry out tasks on any given website, with a focus on large multimodal models (LMMs) such as GPT-4V(ision).
shifwang/Wavenet-PyTorch
PyTorch implementation of Wavenet
shifwang/mle-bench
MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering
shifwang/WebShop
[NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
shifwang/sweep
Sweep: open-source AI-powered Software Developer for small features and bug fixes.
shifwang/On-Heavy-user-Bias-in-AB-Testing
The code for the CIKM'19 paper On Heavy-user Bias in A/B Testing
shifwang/scikit-learn-sandbox
This is a sandbox repo to test out various scikit-learn features that will be used in the development of the iterative Random Forests (iRF) implementation. It will eventually be deprecated once the implementation is complete.
shifwang/External-Attention-pytorch
Pytorch implementation of various Attention Mechanism
shifwang/shifwang.github.io
personal website
shifwang/cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
shifwang/spark
Apache Spark - A unified analytics engine for large-scale data processing
shifwang/staNMF
Stability NMF
shifwang/allen_institute_collaboration
This repo documents the work done for the collaborated project with Allen Institute
shifwang/AllenMouseBrainAltas
A tool based on staNMF and other algorithms for exploring the Allen Mouse Brain atlas.
shifwang/Enhancer
Enhancer data exploration
shifwang/treeinterpreter
shifwang/mlflow
Open source platform for the machine learning lifecycle
shifwang/pycaret
An open source, low-code machine learning library in Python
shifwang/plotbook
Beautiful plot examples
shifwang/sweetviz
Visualize and compare datasets, target values and associations, with one line of code.
shifwang/nonnegfac-python
Python toolbox for nonnegative matrix factorization
shifwang/Active_Portfolio_Management
Solutions to Active Portfolio Management (Second Edition) by Grinold and Kahn