This repository aims is dedicated to exploring NLP problems using deep learning

A project on Topic Modelling and Text Summarization of NIPS research papers

predict price of bitcoin using time series

This project explores the application of advanced neural network architectures, including Multi-Layer Perceptron (MLP), Long Short-Term Memory (LSTM), and Gated Recurrent Unit (GRU), to forecast traffic volume. 👍👍✅

23' 2학기 딥러닝응용 수업 결과물

Starter repository for the Manning liveProject: What's the news: Summarize news articles with NLP, Deep Learning, and Python.

A Comprehensive Analysis Framework for Material Thickness Estimation Using TOF Data

Predict whether a DonorsChoose.org project proposal submitted by a teacher will be approved.

Coronavirus tweets NLP - Text Classification mini-project work for Data Science course, FCSE, Skopje

Goal is to detect peak in given signal(s) in directory \dataset with computation intelligence and not just signal processing. Here, we have used 1D CNN from Keras to achieve it.

Donors Choose

Implemented a Research paper "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts. Use Hybrid Embedding (char + token + positional).

VAITP - Vulnerability Attack and Injection Tool for Python

Cross-platform mobile Neural network C library for training and inference on the device. CPU only. It fits for time-series data.

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Augmenting character level Transformers with Causal Dilated Conv1D layers

cross-platform modular neural network inference library, small and efficient

MPS like shaders for audio processing. Conv1d, Spectrogram.

Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642