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open-data-registry aws-pds sustainability agriculture earth observation geospatial life sciences + 712

Task

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

 Open Source Data Science Models

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This is an auto-generated repository for use in DVC Get Started. It is a step-by-step quick introduction into basic DVC concepts.

model dvc git

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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🤖💬 Transformer TTS: Implementation of a non-autoregressive Transformer based neural network for text to speech.

model audio speech enhancement

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Classify german fake news based on news articles (text). The training data comes from Kaggle and a claim-by-claim approved fake news dataset by authoritative sources (see README.md)

dataset model

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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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Creating bot using pretrained model and Rick and Morty Data from Kaggle

dataset model nlp huggingface transformers text generation

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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

Path: models

T5 Summarisation Using Pytorch Lightning, DVC, DagsHub, and HuggingFace Spaces

dataset model nlp

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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

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Creating complete machine learning automated pipeline.

dataset model

Dean / BERT

Updated 4 years ago

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This is the DAGsHub mirror of BERT made by Google, meant for modifying the project to make it reproducible. TensorFlow code and pre-trained models for BERT

model nlp

Dean / gpt-2

Updated 4 years ago

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This is the DAGsHub mirror of GPT-2 made by OpenAI. Code for the paper "Language Models are Unsupervised Multitask Learners"

model nlp

Dean / openpose

Updated 4 years ago

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This is the DAGsHub mirror of OpenPose OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

model vision