Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Realistic Handwriting with Tensorflow
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Aulas da Escola de Inteligência Artificial de São Paulo
Speech Recognition Neural Network
This is the end-to-end Speech Recognition neural network, deployed in Keras. This was my final project for Artificial Intelligence Nanodegree @Udacity.
Keras implementation of Phased LSTM [https://arxiv.org/abs/1610.09513]
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python
Generate monophonic melodies with machine learning using a basic LSTM RNN
Video to Text: Generates description in natural language for given video (Video Captioning)
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
I used in this project a reccurent neural network to generate c code based on a dataset of c files from the linux repository.
EQTransformer, a python package for earthquake signal detection and phase picking using AI.
Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
Image Captioning: Implementing the Neural Image Caption Generator with python
Python Library for Model Interpretation/Explanations
Simple Chatbot Keras
Design and build a chatbot using data from the Cornell Movie Dialogues corpus, using Keras
Lstm rnn tutorials with demo
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Sentence paraphrase generation at the sentence level
📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)
[RSE21] Pytorch code for hierarchical time series classification with multi-stage convolutional RNN
Multiple Object Tracking System in Keras + (Detection Network - YOLO)
💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
This repo provides projects on deep-learning mainly using Tensorflow 2.0
Optical character recognition Using Deep Learning
Human Activity Recognition
A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.
Scraps historical stock market data from Yahoo Finance (https://finance.yahoo.com/)
Projects from the Deep Learning Specialization from deeplearning.ai provided by Coursera
A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.