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GitHub / readytensor 1 Repository

readytensor/rt-repo-assessment

This project implements an assessment tool to evaluate the quality of a AI/ML project repositories using LLMs and rule based methods

Language: Python - Size: 5.72 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 3 - Forks: 0

readytensor/rt-agentic-ai-certification

Repository for the Agentic AI Developer Certification Program

Size: 84 KB - Last synced at: about 24 hours ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

readytensor/rt_img_class_jn_resnet18_exampleB

ResNet18 model for image classification using Jupyter notebooks

Language: Python - Size: 1.72 MB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

readytensor/rt_img_class_jn_resnet18

ResNet18 model for image classification using Jupyter notebooks

Language: Jupyter Notebook - Size: 1.98 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 1

readytensor/rt_img_class_jn_resnet18_bad_example

This repository serves as an example that does not meet the essential criteria for the repository assessment tool

Language: Jupyter Notebook - Size: 4.88 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_autogluon_chronos

Time-series AutoGluon Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 268 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

readytensor/rt-word-cloud

Create visual word clouds from a list of terms with customizable colors and styling.

Language: Python - Size: 5.86 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt-pdf-from-markdown

A Python utility to convert Markdown documents to PDF with customizable styling and page numbers.

Language: Python - Size: 5.86 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt-cv-2024-webinar

Repository in support of Ready Tensor's Computer Vision Webinar in 2024

Language: Python - Size: 4.03 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_neural_prophet

Neural Prophet Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 257 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

readytensor/rt_app_public_images

Repository to host images that we are linking through documentation pages in the app.

Size: 549 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

readytensor/rt_vsdv_forecasting_datasets

Language: Jupyter Notebook - Size: 148 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_neuralforecast_mlp

MLP Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 161 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_neuralforecast_nhits

NHiTS Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 152 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

readytensor/rt-binary-class-imbalance-results

Repository with scripts to analyze results from the Imbalanced Classification study

Language: Python - Size: 80.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_xgboost

XGBoost Classifier with Shapley Explanations

Language: Python - Size: 156 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_svc_sklearn

Support Vector Classifier in Scikit-Learn with Shapley Explanations

Language: Python - Size: 198 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_gradient_boosting_sklearn

Gradient Boosting Classifier in Scikit-Learn with Shapley Explanations

Language: Python - Size: 136 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_ReluDNNClassifier_piml

ReluDNN Binary Classifier with Shapley explanations

Language: Python - Size: 143 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_logistic_regression_sklearn

Logistic Regression Classifier in Scikit-Learn with Shapley Explanations

Language: Python - Size: 199 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_figs_piml

Fast Interpretable Greedy-tree Sums (FIGS) Binary Classifier in PiML

Language: Python - Size: 139 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_bagging_sklearn

Bagging Classifier in Scikit-Learn with LIME Explanations

Language: Python - Size: 130 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_naive_bayes_sklearn

Naive Bayes Classifier in Scikit-Learn with LIME explanations

Language: Python - Size: 119 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt-datasets-binary-class-imbalance

Datasets for Binary Classification used for SMOTE Project

Language: Python - Size: 17.5 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt-datasets-binary-classification-automl

AutoML datasets for binary classification

Language: Python - Size: 1.91 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_img_compression_autoencoder

Image Compression using AutoEncoders

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_bagging_classifier

Bagging Classifier in Scikit-Learn with Shapley Explanations

Language: Python - Size: 124 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_shap_publication

Language: Jupyter Notebook - Size: 79.1 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_tsp_data_gen_publication

Traveling Salesman Problem (TSP) Data Generator

Language: Python - Size: 18.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_mini_rag

Mini RAG implementation for similar document retrieval

Language: Jupyter Notebook - Size: 40.2 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_mc_class_lightgbm

LightGBM Multiclass Classifier with Shapley Explanations

Language: Python - Size: 99.6 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_lightgbm

LightGBM Binary Classifier with Shapley Explanations

Language: Python - Size: 187 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_lightgbm

LightGBM Time Series Step Classifier.

Language: Python - Size: 51.8 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_distance_profile

Distance Profile Time Step Classifier

Language: Python - Size: 737 KB - Last synced at: 8 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_simple_ann_pt_cpu

Simple ANN Binary Classifier built in PyTorch with Shapley for XAI

Language: Python - Size: 196 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_stacking_sklearn

Stacking Classifier in Scikit-Learn with Shapley Explanations

Language: Python - Size: 109 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_ebm_interpretml

Explainable Boosting Machine (EBM) Classifier using `InterpretML`

Language: Python - Size: 154 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_adaboost_sklearn

Adaboost Multiclass Classifier in Scikit-Learn with Shapley Explanations

Language: Python - Size: 155 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

readytensor/rt_bin_class_simple_ann_pt_gpu

Neural Network binary classifier built in Pytorch; uses GPU

Language: Python - Size: 236 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

readytensor/rt_bin_class_gam_piml

Generalized Additive Model (GAM) Binary Classifier in PiML with LIME explanations

Language: Python - Size: 107 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_random_forest_sklearn

Random Forest Time Series Step Classifier.

Language: Python - Size: 781 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt-datasets-long-horizon-forecasting

Benchmarking datasets for long horizon forecasting on Ready Tensor platform

Language: Python - Size: 197 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_darts_four_theta

FourTheta Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 211 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_darts_theta

Theta Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 203 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_variational_encoder_pytorch

Variational Encoder Model implemented in PyTorch for the Forecasting problem category as per Ready Tensor specifications. Model includes TS-mixing for better performance.

Language: Python - Size: 146 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

readytensor/rt_forecasting_cnn_pytorch

CNN Timeseries Forecasting Model in PyTorch

Language: Python - Size: 239 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_random_forest_sklearn

This is an implementation of a Random Forest Forecasting Model in Scikit-Learn as per Ready Tensor specifications.

Language: Python - Size: 215 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_extra_trees_sklearn

This is an implementation of a Extra Trees Forecasting Model in Scikit-Learn as per Ready Tensor specifications.

Language: Python - Size: 181 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_elasticnet_sklearn

Elasticnet Regression Forecasting Model in Scikit-Learn

Language: Python - Size: 186 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_xgb

This is an implementation of a XGBoost Forecasting Model as per Ready Tensor specifications.

Language: Python - Size: 220 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt-datasets-text-classification

Datasets for Text-Classification Base category on Ready Tensor

Language: Jupyter Notebook - Size: 367 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_resnet

ResNet model for Time Series Step Classifier

Language: Python - Size: 54.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_ann

ANN mode for Time Series Step Classifier

Language: Python - Size: 69.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_passive_aggressive_sklearn

Passive Aggressive Time Series Step Classifier

Language: Python - Size: 45.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_ridge_sklearn

Ridge Time Series Step Classifier

Language: Python - Size: 44.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_lstm_cnn

LSTM-CNN model for time series annotation

Language: Python - Size: 63.5 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_rnn

RNN model for time series step classification

Language: Python - Size: 63.5 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_cnn_keras

Keras CNN Time Step Classifier

Language: Python - Size: 45.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_catboost

CatBoost Time Step Classifier

Language: Python - Size: 56.6 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_ann_keras

Keras ANN Time Step Classifier

Language: Python - Size: 50.8 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_decision_tree_sklearn

Decision Tree Time Step Classifier

Language: Python - Size: 45.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_lstm

LSTM model for Time Series Step Classifier

Language: Python - Size: 72.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_cnn

CNN model for Time Series Step Classification

Language: Python - Size: 72.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_adaboost_sklearn

AdaBoost time series annotator

Language: Python - Size: 45.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_hist_gradient_boosting_sklearn

HistGradientBoosting Time Series Step Classifier

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_bagging_sklearn

Bagging Time Series Step Classifier

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_voting_sklearn

Voting Time Series Step Classifier

Language: Python - Size: 50.8 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_extra_trees_sklearn

Extra Trees Time Series Step Classifier

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_mlp_sklearn

Multi-layer Percentron Time Series Step Classifier

Language: Python - Size: 72.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_stacking_sklearn

Stacking Time Series Step Classifier

Language: Python - Size: 72.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_gaussian_process_sklearn

Gaussian Process Time Series Step Classifier

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_svc_sklearn

SVC Time Series Step Classifier

Language: Python - Size: 72.3 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_gradient_boosting_sklearn

Gradient Boosting Time Series Step Classifier

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_naive_bayes_sklearn

Naive Bayes Time Series Step Classifier.

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_logistic_reg_sklearn

Logistic Regression Time Series Step Classifier.

Language: Python - Size: 48.8 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_xgb

XGBoost Time Series Step Classifier.

Language: Python - Size: 46.9 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_tspc_knn_sklearn

K Nearest Neighbors Time Series Step Classifier.

Language: Python - Size: 724 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_text_class_rembert_hf

RemBERT Model for Text Classification from HuggingFace

Language: Python - Size: 2.85 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_text_class_bart_hf

BART Model for Text Classification from HuggingFace

Language: Python - Size: 2.85 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

readytensor/rt_img_class_cnn_jn

CNN model for image classification using Jupyter notebooks

Language: Jupyter Notebook - Size: 36.6 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_img_class_jn_alexnet

Alexnet model for image classification implemented in PyTorch and using Jupyter Notebooks

Language: Jupyter Notebook - Size: 2.18 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_text_class_bert_hf

BERT Model for Text Classification from HuggingFace

Language: Python - Size: 2.86 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_text_class_distilbert_hf

DistilBERT Model for Text Classification from HuggingFace

Language: Python - Size: 2.9 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_regression_simple_ann_tf_gpu

This repository is a dockerized implementation of the Simple ANN regressor using TensorFlow (running on GPU). It is implemented in flexible way that it can be used with any regression dataset with the use of JSON-formatted data schema file.

Language: Python - Size: 104 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_general_testing_cpu

Language: Python - Size: 1.72 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_autogluon_npts

NPTS Forecaster - AutoGluon

Language: Python - Size: 146 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_darts_naive_mean

Naive Mean Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 166 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_general_testing_gpu

Language: Python - Size: 14.6 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_darts_naive_seasonal

Naive Seasonal Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 182 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_darts_naive_recent_window_mean

Naive Recent Window Mean Forecaster in Darts

Language: Python - Size: 166 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt_forecasting_darts_naive_drift

Naive Drift Forecaster for the Forecasting problem category as per Ready Tensor specifications.

Language: Python - Size: 180 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

readytensor/rt-datasets-forecasting

Datasets for Forecasting category on Ready Tensor

Language: Jupyter Notebook - Size: 297 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

readytensor/rt_forecasting_moment

MOMENT timeseries foundation model - forecasting

Language: Python - Size: 161 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_reg_GAMINet_piml

GAMINet Regressor with Shapley Explanations

Language: Python - Size: 95.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_regression_linear_regression_sklearn

Linear Regression in Scikit-Learn with Shapley Explanations

Language: Python - Size: 106 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_regression_ridge_sklearn

Ridge Regressor in Scikit-Learn with Shapley Explanations

Language: Python - Size: 101 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_regression_lasso_sklearn

Lasso Regressor in Scikit-Learn with Shapley Explanations

Language: Python - Size: 104 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_reg_xgb2_piml

XGBoost Depth 2 Regressor

Language: Python - Size: 93.8 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_reg_ReluDNNRegressor_piml

ReluDNNRegressorwith Shapley explanations

Language: Python - Size: 94.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

readytensor/rt_reg_Treeregressor_piml

DecisonTree Regression in PiML with Shapley Explanations

Language: Python - Size: 104 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0