gtfuhr

build-your-own-x

Master programming by recreating your favorite technologies from scratch.

manim

Animation engine for explanatory math videos

bert

TensorFlow code and pre-trained models for BERT

ChatGPT

Reverse engineered ChatGPT API

handson-ml2

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.

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

openplayground

An LLM playground you can run on your laptop

qgrid

An interactive grid for sorting, filtering, and editing DataFrames in Jupyter notebooks

Top2Vec

Top2Vec learns jointly embedded topic, document and word vectors.

dtreeviz

A python library for decision tree visualization and model interpretation.

ml-pen-and-paper-exercises

Pen and paper exercises in machine learning

recommenders

TensorFlow Recommenders is a library for building recommender system models using TensorFlow.

prince

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

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.

lightweight_mmm

LightweightMMM 🦇 is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

topics

The Topics API

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

turtledove

TURTLEDOVE

mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

portuguese_word_embeddings

Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks

uid2docs

Documentation Repository for Unified ID 2.0

RESTful-Top2Vec

Expose a Top2Vec model with a REST API.

mamimo

A package to compute a marketing mix model.

Market-Mix-Modelling

This repository contains the code and explanation for market mix modelling technique in economics

amazon-cloudwatch-log-centralizer

Centralized logging infrastructure for multiple AWS accounts using CloudFormation and Python

Online-News-Clustering

Breaking news clustering using incremental algorithms and NLP techniques.

PARAKEET

estimationsChromePlugin

Estimations plugin for Microsoft Planner

EvolveCluster

BoxEngine

BoxEngine is application to build 2D and 3D general applications like games using the scripting language lua