ansuini's repositories
IntrinsicDimDeep
Code for the intrinsic dimensionality estimate of data representations
DSSC_DL_2021
Repository for the DL Course AA 2020-2021 @ DSSC UniTS
DSSC_DL_2022
Repository for the DL Course AA 2021-2022 @ DSSC UniTS
alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
automatic-ecg-diagnosis
Scripts and modules for training and testing neural network for ECG automatic classification. Companion code to the paper "Automatic diagnosis of the 12-lead ECG using a deep neural network".
ansuini.github.io
Website
applied-computational-genomics
Applied Computational Genomics Course at UU: Spring 2020
bonito
A PyTorch Basecaller for Oxford Nanopore Reads
deeplearning-biology
A list of deep learning implementations in biology
ecg_ptbxl_benchmarking
Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
MHPC-DeepLearning-Lectures-2019
Advanced Deep Learning Lectures for the Master in HPC (SISSA/ICTP, Trieste)
MHPC-Natural-Language-Processing-Lectures-2020
This is the second part of the Deep Learning Course for the Master in High-Performance Computing (SISSA/ICTP).)
MHPC_DL_2022
Github Repo for the DL course
nanocompore_paper_analyses
Analyses performed for the nanocompore paper
protein-transformer
Predicting protein structure through sequence modeling
pytorch-Deep-Learning
Deep Learning (with PyTorch)
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
self-attention-cv
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.