100xdevs cohort 2.0 by @hkirat. Contain all the Notes and Assignment

Code for ACL 2019 Paper: "COMET: Commonsense Transformers for Automatic Knowledge Graph Construction" https://arxiv.org/abs/1906.05317

Deep reinforcement learning tool for demand response in smart grids with high penetration of renewable energy sources.

Multimodal model for text and tabular data with HuggingFace transformers as building block for text data

In this project I aim to apply Various Predictive Maintenance Techniques to accurately predict the impending failure of an aircraft turbofan engine.

Proof of concept on a predictive maintenance use case using federated learning to continuously improve predictions of the remaining lifetime of aircraft gas turbine engines.

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL…

Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"

CNN architecture optimizer using a mixture of Artificial Bee Colony and Genetic Algorithms

Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …

Repository containing notebooks of my posts on Medium

Academic project on Remaining Useful Life prediction of bearing using Self Organizing Map and Support Vector Regression

Using LSTM to predict bearings' remaining useful life

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

A collection of datasets for RUL estimation as Lightning Data Modules.

This LSTM is used to predict the rest useful lifetime of ball-bearings. Its programmed with Pytorch and uses the PRONOSTIA Dataset.

ML Project for Bearing RUL estimation using Renyi entropy based features and Gaussian Process model

Bearing RUL prediction methodology using Machine Learning

Paper-Reproduce: (Sensors-MDPI) Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification

Evolutionary Neural Architecture Search for Remaining Useful Life Prediction

This repository contains code that implement common machine learning algorithms for remaining useful life (RUL) prediction.

A paper list for aspect based sentiment analysis.

Evolutionary Neural Architecture Search on Transformers for RUL Prediction

This repository contains Tensorflow 2 code for Attention Mechanisms chapter of Dive into Deep Learning (D2L) book.

case study for remaining useful life estimation

CNN Hyperparameters Optimization using Metaheuristic Optimizers