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aivan

AI & Machine Learning blog posts (mostly)

attention-chatbot

Chatbot for Twitter Customer Support. A Seq2seq Neural Network with Multiplicative Attention mechanism implemented in TensorFlow 2.

datasets

Useful and/or interesting datasets for ML

gan-rnn_timeseries-imputation

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

maximal

A TensorFlow-compatible Python library that provides models and layers to implement custom Transformer neural networks. Built on TensorFlow 2.

news-bot

real-time-voice-cloning

Clone a voice in 5 seconds to generate arbitrary speech in real-time

rnn_timeseries-forecast

An LSTM Neural Network for Time Series Forecasting, trained on Wikipedia's Web Traffic dataset from Kaggle.

shakespeare-gpt

How to build a custom GPT for text generation, based on TensorFlow 2.x and Maximal. Trained on the Shakespeare corpus.

tensorflow2-rnn_text_generator-dante_divinecomedy

Text generator RNN trained on Dante Alighieri's Divina Commedia, Italian poem from 1300s.

tensorflow2.0_notebooks

Implementation of a series of Neural Network architectures in TensorFow 2.0

tensorflow_tutorial

Contains several implementations of Deep Learning models based on pure TensorFlow - no Keras

tortoise-tts

Fork of tortoise-tts: A multi-voice TTS system trained with an emphasis on quality

wavenet-forecast

TensorFlow 2 implementation of WaveNet for time series forecasting.