Ecosyste.ms: Awesome

https://github.com/ivanbongiorni/gan-rnn_timeseries-imputation

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

cnn forecasting gan machine-learning python rnn seq2seq tensorflow tensorflow2

Last synced: 31 Oct 2024

https://github.com/ivanbongiorni/tensorflow2.0_notebooks

Implementation of a series of Neural Network architectures in TensorFow 2.0

autoencoder autograph batch-gradient-descent classifier cnn-classifier convolutional-neural-networks data-science deep-learning dimensionality-reduction forecast-model lstm machine-learning neural-network python python-3 rnn rnn-tensorflow tensorflow tensorflow-tutorials tensorflow2

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/maximal

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

attention-is-all-you-need attention-mechanism deep-learning keras machine-learning natural-language-generation natural-language-processing natural-language-understanding neural-network nlp tensorflow tensorflow2 transformer transformers

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/attention-chatbot

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

attention attention-mechanism chatbot deeplearning machine-learning rnn seq2seq tensorflow tensorflow2 twitter

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/tensorflow2-rnn_text_generator-dante_divinecomedy

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

autograph generative-models lstm machine-learning neural-network nlp python rnn tensorflow tensorflow2 text-generation

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/wavenet-forecast

TensorFlow 2 implementation of WaveNet for time series forecasting.

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/shakespeare-gpt

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

deep-learning deeplearning generative-ai gpt machine-learning machinlearning maximal natural-language-generation natural-language-processing nlg nlp python tensorflow tensorflow2 transformer transformer-architecture transformer-models

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/tensorflow_tutorial

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

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/rnn_timeseries-forecast

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

dataset forecasting kaggle recurrent-neural-network rnn series-forecasting tensorflow tensorflow2 time-series timeseries-analysis timeseries-forecasting web-traffic wikipedia

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/news-bot

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/aivan

AI & Machine Learning blog posts (mostly)

ai deep-learning machine-learning neural-network

Last synced: 23 Oct 2024

https://github.com/ivanbongiorni/datasets

Useful and/or interesting datasets for ML

Last synced: 23 Oct 2024