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academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

active_portfolio_management

Solutions to Active Portfolio Management (Second Edition) by Grinold and Kahn

allen_institute_collaboration

This repo documents the work done for the collaborated project with Allen Institute

allenmousebrainaltas

A tool based on staNMF and other algorithms for exploring the Allen Mouse Brain atlas.

cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

deformable-convnets

Deformable Convolutional Networks

detectron

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

dl-bcd

A block coordinate descent method that solves complete dictionary learning.

douyubarrage

(2020年最新)斗鱼弹幕抓取及实时弹幕数据可视化，分为crawler(弹幕抓取)，server(弹幕统计数据服务器)，web(统计数据可视化前端)三部分

enhancer

Enhancer data exploration

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

fitting-random-labels

Example code for the paper "Understanding deep learning requires rethinking generalization"

forestry

gmm_examples

examples illustrating the performance of GMM and GEL

grad-cam

Gradient-based Visualization and Localization

hyperparameter_hunter

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

irf

java.basic

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.

mlflow

Open source platform for the machine learning lifecycle

myshakeanalysis

Analyze Myshake dataset for 215 group project.

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

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.

nonnegfac-python

Python toolbox for nonnegative matrix factorization

northeast-mood-analysis

A tool to predict the mood of the people, interests, key issues of the people of NorthEast India by scraping news from online magazines and auto parsing the content into major and minor issues over time

on-heavy-user-bias-in-ab-testing

The code for the CIKM'19 paper On Heavy-user Bias in A/B Testing

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

paper-debiased-feature-importance

This includes the code to replicate results in the paper on debiased feature importance.

plotbook

Beautiful plot examples

pycaret

An open source, low-code machine learning library in Python