Pinned Repositories
CognitiveLab
Manage and Analyse the output of Machine Learning experiments
EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
instaGIMP
A Gimp plug-in with Instagram-like filters
NS.ai
Source code of NS.ai channel's tutorials
Oger
Oger is a Reservoir Computing Toolbox for Reservoir Computing, this is an augmented version to support more options and sparse matrices for NLP tasks
OgerMNIST
Master thesis's research work applying ESN to MNIST digit recognition with Oger
pyInstaBot
A Instagram Bot using Deep Learning methods written in Python. PyInstaBot can find interesting people to follow and post new contents on a scheduled time after applying filters.
pyTweetBot
A Twitter bot written in Python to replace yourself, search and publish news about specific subjects on Twitter. PyTweetBot use Machine Learning to filter interesting articles and web pages found on the web.
SFGram-dataset
SFGram (Science-Fiction Gram) is a dataset of public science-fiction novels, books and movie covers. It is designed to be used by researchers to study the evolution of the science-fiction literature over time and to test machine learning algorithms on authorship attribution and document classification tasks. All the documents are now published on the public domain and were obtained from the Gutenberg project or the archive.org website.
TorchLanguage
TorchLanguage is the equivalent of TorchVision for Natural Language Processing. It gives you access to text transformers (tokens, index, n-grams, etc), datasets, pre-trained models and embedding.
nschaetti's Repositories
nschaetti/EchoTorch
A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.
nschaetti/CognitiveLab
Manage and Analyse the output of Machine Learning experiments
nschaetti/ActGRAM
Collection and dataset of texts written by activist groups for political analysis
nschaetti/Aranim
Animation engine for beautiful explanatory AI videos
nschaetti/Artanim
Animation Python package for Machine Learning Educational Videos
nschaetti/artbot
Diffuse graphic art images on an instagram and twitter account automatically.
nschaetti/ArtCOVID
Create, Download and access the Artificialis COVID-19 Dataset
nschaetti/ArtGAN
Art with GANs
nschaetti/artificialis-diffusion
Command line tools and notebooks for Diffusion models
nschaetti/deep-reservoir-computing
Exploring Deep Reservoir Computing
nschaetti/diffusers
nschaetti/Diffusers-examples
nschaetti/echotorch.github.io
Website for the EchoTorch project
nschaetti/echotorch_sphinx_theme
PyTorch Sphinx Theme
nschaetti/esn-conceptor-sim-loss
Exploring ESN training with conceptor similarity loss
nschaetti/esn-conceptors-self-prediction
Exploring ESN self-prediction and pattern generation with non-linear transformation.
nschaetti/ESN-SF-JCDL
Echo State Network-based Textual Analysis of 1950s and 1960s Science-Fiction Novels
nschaetti/InstantID
InstantID : Zero-shot Identity-Preserving Generation in Seconds 🔥
nschaetti/LSTM-GRU-authorship-attribution
LSTM and GRU applied to authorship attribution
nschaetti/manim
Animation engine for explanatory math videos
nschaetti/nsNLP
My implementations of NLP algorithms
nschaetti/PAN17-author-profiling
Source code of the paper "Comparison of Author Profiling methods on the PAN17 Dataset"
nschaetti/PixelPrism
PixelPrism is a Python library that applies advanced visual effects to videos and images
nschaetti/pyCognitiveLabs
Python package for CognitiveLabs
nschaetti/SFgram
Python code to retrieve information contained in the SFGram dataset
nschaetti/sfgram-doccano
Modified version of Doccano for the annotation of the SFGram dataset.
nschaetti/sfgram.github.io
SFGram website
nschaetti/StableCascade
nschaetti/stop-reconnaissance-faciale
nschaetti/the.artificialis
Art projects for the Artificialis channels