yangyang2000
Asst. Professor of Marketing @ Temple. Interested in causal inference and ML. Current coding projects: reinforcement learning & dynamic causal optimization
AmazonMadison, WI
Pinned Repositories
Basic-Python
Do-Online-Reviews-Improve-Product-Quality-Reorganized-
Paper
Dynamic-Factor-Model
Python code for dynamic facctor model. (Preliminary and in progress)
Forward-DID
Implementation of forward DID
IGScraper
Selenium based IG Scraper
photo-geotag
Geo tag photos using google location history data
StoryArcs
Code for constructing movie story arcs from subtitle files. Done on sample toy dataset.
Text-Analytics-Module
UTEP_MKT_3330_SM_ANALYTICS
VideoSegmentation
This is a code snippet of how to automatically segment a video based on frame to frame pixel differences.
yangyang2000's Repositories
yangyang2000/UTEP_MKT_3330_SM_ANALYTICS
yangyang2000/Do-Online-Reviews-Improve-Product-Quality-Reorganized-
Paper
yangyang2000/StoryArcs
Code for constructing movie story arcs from subtitle files. Done on sample toy dataset.
yangyang2000/VideoSegmentation
This is a code snippet of how to automatically segment a video based on frame to frame pixel differences.
yangyang2000/-Dynamic-Neural-Network-Programming-with-PyTorch
Dynamic Neural Network Programming with PyTorch, published by Packt
yangyang2000/adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com
yangyang2000/ctrl
Conditional Transformer Language Model for Controllable Generation (https://einstein.ai/presentations/ctrl.pdf)
yangyang2000/Data-Science-for-Marketing-Analytics
Achieve your marketing goals with the data analytics power of Python
yangyang2000/deep-Q-networks
Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51
yangyang2000/DeepCTR
Easy-to-use,Modular and Extendible package of deep-learning based CTR models.
yangyang2000/DeepGMM
yangyang2000/does_my_hotel_suck
yangyang2000/estimagic
Tools for the estimation of (structural) econometric models.
yangyang2000/Hierarchical-DRL-Tensorflow
Hierarchical Reinforcement Learning on Space Fortress
yangyang2000/markov_clustering
markov clustering in python
yangyang2000/models
Models and examples built with TensorFlow
yangyang2000/Multi-agent-reinforcement-learning
Implementation of Multi-Agent Reinforcement Learning algorithm(s). Currently includes: MADDPG
yangyang2000/pyblp
BLP Demand Estimation with Python 3
yangyang2000/pyhdfe
High dimensional fixed effect absorption with Python 3
yangyang2000/pykalman
Kalman Filter, Smoother, and EM Algorithm for Python
yangyang2000/respy
Python package for the simulation and estimation of a prototypical finite-horizon dynamic discrete choice model
yangyang2000/RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
yangyang2000/ruspy
Dataset for the seminal paper on ...
yangyang2000/StructEst_W18
MACS 40200 (Winter 2018): Structural Estimation
yangyang2000/tensorrec
A TensorFlow recommendation algorithm and framework in Python.
yangyang2000/torchblp
pytorch implementation of BLP'95
yangyang2000/ubuntu
Anaconda-Cron-Git-Jupyter-Nginx-Physionet-Service-Vim-Zsh
yangyang2000/UW_Python_Camp
yangyang2000/WaveNet
WaveNet Introduction
yangyang2000/WikiTableQuestions
A dataset of complex questions on semi-structured Wikipedia tables