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open-data-registry aws-pds sustainability agriculture earth observation geospatial life sciences + 723

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disaster response classification image classification object detection autonomous vehicles machine translation vision + 490

 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

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This shows the difference in two methods the traditional method and classical method

model tabular dvc git

Path: model

In this project were going to create a simple stock prediction model anduse it to predict yahoo BSD stock. Once a model has been created we're going to monitor the model using an ML-Monitoring tool like evidently.

model tabular scikit-learn time series forecasting dvc git mlflow

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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Flask API to predict daily radiation from the time series of Solcast from Islamabad, Pakistan.

model tabular scikit-learn

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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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Predict survival on the Kaggle Titanic dataset using DVC for reproducible machine learning

model classification tabular scikit-learn

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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