Nick Semenkovich's starred repositories
yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
deepchecks
Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
pytorch-widedeep
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
TabularDataProblem
Classification in TabularDataset
tabulardl-benchmark
Benchmark tabular Deep Learning models against each other and other non-DL techniques
chromoformer
The official code implementation for Chromoformer in PyTorch. (Lee et al., Nature Communications. 2022)
tabnet-modified
Modification of TabNet as suggested in the Medium article, "The Unreasonable Ineffectiveness of Deep Learning on Tabular Data"