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 Open Source Data Science Models

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In the realm of predictive analysis for Hill Valley, logistic regression is a statistical technique employed to forecast binary outcomes related to various factors in the region

dataset model classification tabular scikit-learn object detection image classification information retrieval anomaly detection git mlflow github

Dean / RPPP

Updated 2 years ago

Path: models

RPPP – Reddit Post Popularity Predictor A project with two goals: 1. Given a Reddit post, predict how popular it's going to be (what it's score will be) 2. Showcasing a remote working file system with DVC

dataset model nlp tabular dvc git

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I have experimented with multiple traditional models including Light GBM, Catboost, and BiLSTM, but the result was quite bad as compare to triple GRU layers. Using simple 3 Bidirectional GRU layer with linear activation. This model is quite simple and derived from xhlulu initial model.

dataset model tabular tensorflow

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We will be using Internet News and Consumer Engagement dataset from Kaggle to predict top article and popularity score.

dataset model classification tabular

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A repo for the tutorial explaining the benefits of DVC and DAGsHub, using the classification of questions for the Cross Validated statistics Stack Exchange as an example problem

dataset model classification tabular