alexliyihao

auto-annotation-web

A developing AI-assisted image annotation platform for segmentation task

AAPI_code

A local application frontend and a backend server based on U-Net and Dectectron2 as a solution to the auto annotation of pathology images (Columbia Data Science Institute Fall 2020 Capstone Project)

EDAV_final_project

Columbia 19' Exploratory Data Analysis and Visualization Final project

infinite_horizon_policy_gradient

An approach estimating the policy gradient in reinforcement learning, which is not affected by the time horizon (Columbia IEOR 2020 Summer Research Initiative)

vntrwrap

An implementation for Mukamel et. al's VNTR paper code

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

argparse

Feature-rich command line parser for Lua

auto_phytoplankton_recognition

Lamont Doherty Earth Observatory(LDEO) automatic phytoplankton recognition project

cc19

Source code for EDAV Fall 2019 community contribution bookdown book:

coms-w4111

A web-end to an industrial inventory control system (class project of COMS-4111 Intro to database)

Columbia_Applied_Machine_Learning

Data_science_python_template

Self-use Python template for data sciences

Data_science_R_template

mirrorstoolkit

self-using utils and functions

SinGAN_Augmentation

torch_templates

w4111_proj1

Data base on google vm