Cloudera

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185 repositories

cloudera-partners
Public
Jupyter Notebook
•0•0•3•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Churn_Prediction
Public
Build an scikit-learn model to predict churn using customer telco data.
logistic-regression churn-prediction interpretability explainability lime
Jupyter Notebook
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Apache License 2.0
•36•14•0•1•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Video_Classification
Public
Demonstration of how to perform video classification using pre-trained TensorFlow models.
Jupyter Notebook
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Apache License 2.0
•4•5•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Train_Gensim_W2V
Public
Demonstration of how to train Gensim's Word2Vec for a non-language use case.
Jupyter Notebook
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Apache License 2.0
•3•1•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Tensorboard_on_CML
Public
Demonstration of how to use TensorBoard as a CML Application.
Python
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Apache License 2.0
•3•1•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Structural_Time_Series
Public
Applying a structural time series approach to California hourly electricity demand data.
time-series demand-forecasting prophet
Python
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Apache License 2.0
•11•9•1•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Streamlit_on_CML
Public
Demonstration of how to use Streamlit as a CML Application.
data-visualization applications streamlit
Python
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Apache License 2.0
•8•5•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Question_Answering
Public
Explore an emerging NLP capability with WikiQA, an automated question answering system built on top of Wikipedia.
nlp bert automated-question-answering extractive-question-answering
Python
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Apache License 2.0
•8•9•1•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Object_Detection_Inference
Public
Interact with a blog-style Streamlit application to visually unpack the inference workflow of a modern, single-stage object detector.
computer-vision pytorch object-detection streamlit
Python
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Apache License 2.0
•6•3•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_LLM_Chatbot_Augmented_with_Enterprise_Data
Public
Python
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Apache License 2.0
•30•52•2•4•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Intelligent_Writing_Assistance
Public
CML_AMP_Intelligent_Writing_Assistance
Python
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Apache License 2.0
•3•3•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Image_Analysis
Public
Build a semantic search application with deep learning models.
computer-vision image-analysis semantic-search
Jupyter Notebook
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Apache License 2.0
•12•13•0•1•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Few-Shot_Text_Classification
Public
Perform topic classification on news articles in several limited-labeled data regimes.
nlp bert text-embedding few-shot-learning zero-shot-classification
Jupyter Notebook
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Apache License 2.0
•7•17•0•1•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Continuous_Model_Monitoring
Public
Demonstration of how to perform continuous model monitoring on CML using Model Metrics and Evidently.ai dashboards
CSS
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Apache License 2.0
•6•12•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Canceled_Flight_Prediction
Public
Perform analytics on a large airline dataset with Spark and build an XGBoost model to predict flight cancellations.
flask pyspark xgboost binary-classification
Jupyter Notebook
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Apache License 2.0
•16•9•0•0•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Anomaly_Detection
Public
Apply modern, deep learning techniques for anomaly detection to identify network intrusions.
tensorflow generative-adversarial-network support-vector-machine principle-component-analysis anomaly-detection autoencoder
Python
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Apache License 2.0
•15•36•2•1•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Active_Learning
Public
An interactive, visual workflow of active learning using the MNIST dataset.
dash active-learning learning-with-limited-labeled-data
Python
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Apache License 2.0
•6•1•0•1•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_Summarize
Public
Automatic text summarization with extractive and abstractive models.
Python
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Apache License 2.0
•9•3•0•2•Updated Nov 28, 2024Nov 28, 2024
AI_AGENTS
Public
Python
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Apache License 2.0
•1•0•0•0•Updated Nov 28, 2024Nov 28, 2024
hue
Public
Open source SQL Query Assistant service for Databases/Warehouses
autocomplete databases data-warehouse compose sql-editor query-editor sql-assistant sql
JavaScript
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Apache License 2.0
•371•1.2k•11•16•Updated Nov 28, 2024Nov 28, 2024
cybersec
Public
Java
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Apache License 2.0
•2•6•0•4•Updated Nov 28, 2024Nov 28, 2024
CML_AMP_RAG_Monitoring
Public
Go
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Apache License 2.0
•0•0•0•0•Updated Nov 27, 2024Nov 27, 2024
Applied-ML-Prototypes
Public
19•9•1•2•Updated Nov 27, 2024Nov 27, 2024
CML_AMP_RAG_Studio
Public
TypeScript
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Apache License 2.0
•1•1•0•3•Updated Nov 27, 2024Nov 27, 2024
terraform-provider-cdp
Public
terraform-provider-cdp
Go
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Apache License 2.0
•11•7•0•2•Updated Nov 26, 2024Nov 26, 2024
copilot
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Nov 20, 2024Nov 20, 2024
cdw-cloud-policies
Public
Python
•2•0•0•2•Updated Nov 20, 2024Nov 20, 2024
CML_AMP_Knowledge_Graph_Backed_RAG
Public
Python
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GNU Affero General Public License v3.0
•4•4•0•1•Updated Nov 20, 2024Nov 20, 2024
CML_AMP_LLM_Fine_Tuning_Studio
Public
Python
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GNU General Public License v3.0
•0•3•0•0•Updated Nov 19, 2024Nov 19, 2024
cm_csds
Public
A collection of Custom Service Descriptors
Shell
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Apache License 2.0
•66•54•4•1•Updated Nov 18, 2024Nov 18, 2024