cvredenburgh's starred repositories
Deedy-Resume
A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student
pymc-marketing
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
CommonGen-Eval
Evaluating LLMs with CommonGen-Lite
arxiv-autolink
Chrome extension that grabs arXiv links from a page
handson-ml3
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Robyn
Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
MarkovChain_Attribution_Model
Markov Chain Attribution Model for channels of Digital Marketing
sql-for-attribution-models
SQL queries to build attribution models from Google Analytics 4 and Google Analytics Universal raw data.
generative-attribution-methods
Code for paper [Explaining image classifiers by removing input features using generative models] [ACCV 2020] https://arxiv.org/abs/1910.04256
hierarchical-explanation-neural-sequence-models
Source code for "Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models", ICLR 2020.
Resume-Analyzer-using-LLM-Open-AI
Resume Analyzer using LLM
game-theory-attribution
Game Theory model for multichannel marketing attribution
channel-attribution-model
An attention-based Recurrent Neural Net multi-touch attribution model in a supervised learning fashion of predicting if a series of events leads to conversion (purchase). The trained model can also assign credits to channels. The model also incorporates user-context information, such as user demographics and behavior, as control variables to reduce the estimation biases of media effects.
attributionpriors
Tools for training explainable models using attribution priors.
Multi-Touch-Attribution_ShapleyValue
Python implementation of Shapley value for multi touch attribution modeling
markov-chain-attribution
A PoC for a fractional attribution model leveraging first order Markov Chains.
lightweight_mmm
LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.
Digital-Marketing-Analytics
This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Social Media Analytics
shapley-attribution-model-zhao-naive
A Python implementation of "Shapley Value Methods for Attribution Modeling in Online Advertising" by Zhao, et al.
blockchain-reading-list
A reading list on blockchain and related technologies, targeted at technical people who want a deep understanding of those topics.
Bash-Cheat-Sheet
A cheat sheet for bash commands.
awesome-zero-knowledge-proofs
A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).