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A tool that converts long audio files into a thorough, summarized report. Leverages OpenAI and its API (ChatGPT backend), Langchain for text processing, and Pinecone for vector database facilitation.

Python 8 2 Updated Feb 27, 2024

📃 A contracts clause summarization system using LLM and vector database

Python 15 5 Updated Feb 20, 2025

E2E ready to deploy solution architecture combining Cognitive (Enterprise) Search with OpenAI to search for relevant information and then to summarize the content to present to the user in a concis…

Jupyter Notebook 26 14 Updated Jul 6, 2023

Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.

Jupyter Notebook 166 59 Updated Dec 30, 2019

Abstractive and Extractive Text summarization using Transformers.

Jupyter Notebook 82 6 Updated Jun 9, 2023

Introducing aLEXa, a multi-task hierarchical language model using self-learned loss weights and attention forcing for neural legal judgement prediction.

Jupyter Notebook 6 Updated Mar 16, 2022

Semantic Segmentation of Legal texts that labels sentences with one of 7 rhetorical roles.

Python 70 29 Updated Jun 19, 2024

Repository built under the mirel initiative for development of a reasoning framework for Legal text documents.

Jupyter Notebook 2 Updated Mar 6, 2020

An Open-Source Package for Knowledge Embedding (KE)

Python 3,916 982 Updated Jan 10, 2024

This repo provides a simple short-text classification code using RNN and CNN.

Python 65 36 Updated Aug 20, 2023

This repo contains a simple source code for advanced neural machine translation based on sequence-to-sequence.

Python 145 72 Updated Aug 30, 2021

도서 내의 코드들을 모아 놓은 repo입니다.

Jupyter Notebook 80 41 Updated Aug 21, 2021
Jupyter Notebook 1 Updated Jul 20, 2019

My VAE implementation for CIFAR10

Jupyter Notebook 2 Updated Dec 27, 2018

Implementation of VAE for CIFAR10

Jupyter Notebook 3 Updated Dec 28, 2018

A CNN Variational Autoencoder (CNN-VAE) implemented in PyTorch

Jupyter Notebook 299 64 Updated May 31, 2020

DCGAN, VAE using CIFAR-10 dataset and CelebA dataset

Jupyter Notebook 6 Updated Feb 16, 2020

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Jupyter Notebook 188 48 Updated Feb 2, 2025

First time using git properly(trying to)

Jupyter Notebook 3 2 Updated Dec 18, 2018

A simple cifar-10 classifier with PyTorch

Jupyter Notebook 7 7 Updated Dec 1, 2018

practice on CIFAR10 with PyTorch

Jupyter Notebook 31 8 Updated Oct 30, 2018

http://bit.ly/DeepLearning_denny_dhil

Jupyter Notebook 1 Updated May 9, 2020

MNIST data prediction using MLP, CNN and VGG16

Jupyter Notebook 1 Updated Dec 16, 2020

Comparison of 3 neural networks on MNIST dataset

Jupyter Notebook 1 Updated Oct 19, 2020

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Jupyter Notebook 647 199 Updated Jun 22, 2023

Rainfall prediction models (Linear and Logistic) trained on publicly available datasets from Austin, Texas

Python 13 12 Updated Jul 6, 2018

This is the weather prediction machine learning model which ll help to predict different parameter of weather like, Temperature, wind speed, air pollution index.

Jupyter Notebook 7 2 Updated Nov 5, 2017

Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning

Python 250 112 Updated Nov 7, 2019

This machine learning project learnt and predicted rainfall behavior based on 14 weather features. Applied KNN model, Clustering model and Random Forest model.

Python 22 4 Updated Mar 21, 2017

Simple naive bayes implementation for weather prediction in python

Python 27 31 Updated Mar 1, 2018