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recommenders

Best Practices on Recommendation Systems

restaurant-recommendation-system

social_network_analysis_with_pyspark

Socialbots detection, Network analysis, Topic modeling, Sentiment analysis

spark-blog-tfidf

Respository to accompany blog post looking at the text of complaints in the Consumer Financial Protection Bureau's Financial Services Consumer Complaint Database.

spark-nlp-workshop

Public runnable examples of using John Snow Labs' NLP for Apache Spark.

spark-py-notebooks

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

sparkify_predictuserchurn

Predicting User Churn with Sparkify JSON Log File

splunk-mltk-container-docker

Splunk App for Data Science and Deep Learning - container images repository

starbucks-customer-segmentation

Udacity Data Science Nanodegree Capstone

starbucks_exercise

Modeling customer conversion problem using different approaches with XGBoost algorithm for deciding whether to send promotion to the customer.

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

tds

tmdb_movie_data_analysis

Exploratory data analysis to start digging in to those questions, with data on the plot, cast, crew, budget, and revenues of several thousand films.

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tutorials-langchain

twitch_streamers_recommender

This is a recommender system which provides Twitch streamers with suggestions on game to stream for channel growth. By Natasha Borders, Jeremy Chow, Randy Macaraeg

twitter-sentiment-tracker

Dash app for classifying tweets in real-time

ydata-quality

YData open-source lib for Data Quality