sequence-models

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

Notes for Deep Learning Specialization Courses led by Andrew Ng.

A Tensorflow based implicit recommender system

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.

STCN: Stochastic Temporal Convolutional Networks

Structured Prediction Helps 3D Human Motion Modelling - ICCV '19

Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

sequential content-based recommendation system

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

Programming assignments of "Sequence Models" course by Andrew Ng from Coursera.

Generative chatbot using seq2seq

Deep Learning Adventures. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challenges, Data Augmentation and Dropouts Transfer Learning, Multiclass Classifications and Overfitting and Natural Language Processing NLP as well as Time Series Forecasting 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf

Lyrics crawling, pre-processing, embedding generation, model training, and lyrics generation - all in one tool

French English Machine Translation. Natural language processing (NLP) transformer model from "Attention Is All You Need"

Implementation of paper "Generating Sequences With Recurrent Neural Networks"

Cloth Classification (Feed forward neural net vs sequence model)

A dataset utils repository based on tf.data API.

Sequence modelling applied to event collisions

Contains additional materials for two keras.io blog posts.

Play The Piano With Deep Learning 用深度学习弹钢琴 2019-5-22

Sentiment analysis for amazon product reviews using NLTK, Scikit-Learn, and Keras. Using hyperparameter search and LSTM, our best model achieves ~96% accuracy.

Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.

This repository contains course notebooks from the TensorFlow for practice specialization on Coursera

Data Science Practice Projects

A demo for predicting patient health status via diagnosis and prescription drugs. Key methods: (simple) EHR-sequencing, NLP, classification algorithms (e.g. logistic regression, decision tree)

an assortment of interesting deep learning and machine learning algorithms, all implemented for PyTorch and related frameworks.