rupak-roy

ANN-Template

Plug and Play ANN Templates

Chained-and-MultiLabel-Algorithms

New Guide to Advanced Predictive analytics via Multi-label, Multi-output & Chained

Condensed-Nearest-Neighbor-Rule-Undersampling-CNN-TomekLinks

An alternative to oversampling techniques like SMOTE

Edited-Nearest-Neighbors-ENN

Another way to under-sample imbalanced classes

ethereum_fraud_detection

crypto Ethereum transactional data

Multivariate-Facebook-Prophet-Time-Series-Forecasting-Template

Template: Multivariate Facebook Prophet Time Series Forecasting

Mutual-Information-Feature-Selection

Feature selection using mutual information mi scores from information theory

stable_diffusion_text_image

stable diffusion text to image cuda and jax tpu model repo.

top_data_science_resources

VQGAN-CLIP

rupak-roy/VQGAN-CLIP

rupak-roy/Mutual-Information-Feature-Selection

Feature selection using mutual information mi scores from information theory

rupak-roy/top_data_science_resources

rupak-roy/stable_diffusion_text_image

stable diffusion text to image cuda and jax tpu model repo.

rupak-roy/Multivariate-Facebook-Prophet-Time-Series-Forecasting-Template

Template: Multivariate Facebook Prophet Time Series Forecasting

rupak-roy/Chained-and-MultiLabel-Algorithms

New Guide to Advanced Predictive analytics via Multi-label, Multi-output & Chained

rupak-roy/ANN-Template

Plug and Play ANN Templates

rupak-roy/Condensed-Nearest-Neighbor-Rule-Undersampling-CNN-TomekLinks

An alternative to oversampling techniques like SMOTE

rupak-roy/Edited-Nearest-Neighbors-ENN

Another way to under-sample imbalanced classes

rupak-roy/lama-cleaner

Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.

rupak-roy/Multi-Layer-Perception-Time-Series

Apply State of the Art Deep Learning MLP models for predicting the sequence of numbers/time series data.

rupak-roy/Multi-variate-LSTM-Time-Series-Forecasting.

Apply state-of-the-art deep learning time series forecasting using multiple inputs together to give a powerful prediction.

rupak-roy/MultiLabel-MultiClass-Power-Transformation-Approach

2. Problem Transformation: This method can be further carried out in three different ways as: 2.1.Binary Relevance 2.2.Classifier Chains 2.3.Label Powerset

rupak-roy/MultiLabel-OutputCodeClassifier

Error-Correcting Output Code-based strategies

rupak-roy/music_generation_lstm

rupak-roy/sklearn-time-series-forecasting-and-classification

using sktime use sklearn models like linear regression to xgboost for time series forecasting and time series classification.

rupak-roy/streamlit

rupak-roy/ai_virtual_mouse

rupak-roy/Auto-Clustering

Hacked version for auto clustering with optimized

rupak-roy/Auto-TS-Ensemble

A powerful combination of TS and Deep Learning for Time Series Forecasting.

rupak-roy/Bias-Variance-Decomposition-

Implementing quadratic risk function to sklearn classifiers, regressors and keras/tensorflow

rupak-roy/LSTM-AutoEncoder

Understand and perform Composite & Standalone LSTM Encoders to recreate sequential data.

rupak-roy/M5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

rupak-roy/Pip-install-autoroc

Automation to Optimal Threshold of Auc ROC curve

rupak-roy/Reinforcement-Learning-In-31-Steps

using Upper Confidence Bound(UCB) & Thompson Sampling for Social Media Marketing Campaign Click Through Rate Optimization using Python

rupak-roy/Uni-Variate-LSTM-Time-Series-Forecasting

Apply State Of The Art Deep Learning Time Series Forecasting with the help of this template.

rupak-roy/clipit

rupak-roy/machine_learning_templates

Full Guide to Machine Learning templates that can be used for daily use

rupak-roy/stable-diffusion

A latent text-to-image diffusion model

rupak-roy/stable-diffusion-webui

Stable Diffusion web UI AutoMatic 1111