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margaretnm's Projects

guidedlda icon guidedlda

semi supervised guided topic model with custom guidedLDA

hub icon hub

Dataset format for AI. Build, manage, & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai

jupyter-text2code icon jupyter-text2code

A proof-of-concept jupyter extension which converts english queries into relevant python code

kafka-streams-machine-learning-examples icon kafka-streams-machine-learning-examples

This project contains examples which demonstrate how to deploy analytic models to mission-critical, scalable production environments leveraging Apache Kafka and its Streams API. Models are built with Python, H2O, TensorFlow, Keras, DeepLearning4 and other technologies.

kobe icon kobe

Towards Knowledge-Based Personalized Product Description Generation in E-commerce @ KDD 2019

kryptooracle icon kryptooracle

A Real-Time Cryptocurrency Price Prediction Platform Using Twitter Sentiments

lda icon lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

learn-python icon learn-python

📚 Playground and cheatsheet for learning Python. Collection of Python scripts that are split by topics and contain code examples with explanations.

machine-learning icon machine-learning

Implementation of different ML Algorithms from scratch, written in Python 3.x

ml-course-notes icon ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

ml-dataset-mdt icon ml-dataset-mdt

Multi Destination Trips dataset for research purposes - fully anonymized, sampled, limited

ml-notebooks icon ml-notebooks

:fire: A series of code examples for all sorts of machine learning tasks and applications.

mmm_stan icon mmm_stan

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

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