Pinned Repositories
aboDecoding
Advanced-Deep-Learning-with-Keras
Advanced Deep Learning with Keras, published by Packt
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".
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
IntrinsicDimDeep
Code for the intrinsic dimensionality estimate of data representations
MHPC_DL
MHPC_DL_2020
sparse_logreg
Parallel python version of sparse (lasso) logistic regression for decision images computation
ansuini's Repositories
ansuini/IntrinsicDimDeep
Code for the intrinsic dimensionality estimate of data representations
ansuini/DSSC_DL_2021
Repository for the DL Course AA 2020-2021 @ DSSC UniTS
ansuini/DSSC_DL_2022
Repository for the DL Course AA 2021-2022 @ DSSC UniTS
ansuini/alphafold2
To eventually become an unofficial Pytorch implementation / replication of Alphafold2, as details of the architecture get released
ansuini/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/MHPC_DL_2020
ansuini/alphafold
Open source code for AlphaFold.
ansuini/ansuini.github.io
Website
ansuini/applied-computational-genomics
Applied Computational Genomics Course at UU: Spring 2020
ansuini/bonito
A PyTorch Basecaller for Oxford Nanopore Reads
ansuini/Deep-Proteomics
ansuini/deeplearning-biology
A list of deep learning implementations in biology
ansuini/deeplearning_notes
ansuini/dottorato_AI_area
ansuini/DPA
The DPA package is the scikit-learn compatible implementation of the Density Peaks Advanced clustering algorithm. The algorithm provides robust and visual information about the clusters, their statistical reliability and their hierarchical organization.
ansuini/ecg_ptbxl_benchmarking
Public repository associated with "Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL"
ansuini/esm
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
ansuini/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.
ansuini/Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
ansuini/MHPC-DeepLearning-Lectures-2019
Advanced Deep Learning Lectures for the Master in HPC (SISSA/ICTP, Trieste)
ansuini/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).)
ansuini/MHPC_DL_2022
Github Repo for the DL course
ansuini/MiniFold
MiniFold: Deep Learning for Protein Structure Prediction inspired by DeepMind AlphaFold algorithm
ansuini/nanocompore_paper_analyses
Analyses performed for the nanocompore paper
ansuini/protein-transformer
Predicting protein structure through sequence modeling
ansuini/pytorch-Deep-Learning
Deep Learning (with PyTorch)
ansuini/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
ansuini/self-attention-cv
Implementation of various self-attention mechanisms focused on computer vision. Ongoing repository.
ansuini/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
ansuini/UDSMProt
Protein sequence classification with self-supervised pretraining