anicolson
A postdoctoral research fellow stationed at the Australian e-Health Research Centre, CSIRO, Australia.
CSIROBrisbane, Australia
anicolson's Stars
tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
nanahou/Awesome-Speech-Enhancement
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
google-research/bleurt
BLEURT is a metric for Natural Language Generation based on transfer learning.
SPFlow/SPFlow
Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks
ray-project/ray_lightning
Pytorch Lightning Distributed Accelerators using Ray
jrieke/streamlit-image-select
🖼️ An image select component for Streamlit
jaswindersingh2/SPOT-RNA
RNA Secondary Structure Prediction using an Ensemble of Two-dimensional Deep Neural Networks and Transfer Learning.
pronobis/libspn-keras
Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras
frostplexx/obsidian-github-issues
A simple plugin that lets you embed GitHub issues in your Obsidian notes
Abdulk084/Smiles2vec
Proof of the concept implementation of smiles2vec paper
jas-preet/SPOT-1D-Single
The standalone version of SPOT-1D-Single available for public use for research purposes.
jaswindersingh2/SPOT-RNA2
Improved RNA Secondary Secondary Structure Prediction using Evolutionary Profile, Mutational Coupling and Two-dimensional Transfer Learning
nick-nikzad/RDL-SE
Deep Residual-Dense Lattice Network for Speech Enhancement
pronobis/libspn
Library for learning and inference with Sum-product Networks
feevos/ssg2
Official code repository for the publication "SSG2: A New Modelling Paradigm for Semantic Segmentation"
Abdulk084/Chemception
CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D images of molcules
jas-preet/SPOT-Contact-LM
The standalone version / cli-tool of SPOT-Contact-Single available for public use for research purposes.
jas-preet/SPOT-1D-LM
SPOT-1D-LM: Reaching Alignment-profile-based Accuracy in Predicting Protein Secondary and Tertiary Structural Properties without Alignment.
jaswindersingh2/RNAsnap2
Single-sequence and Profile-based Prediction of RNA Solvent Accessibility Using Dilated Convolution Neural Network
yunzqq/DeepMMSE
DeepMMSE: A Deep Learning Approach to MMSE-based Noise Power Spectral Density Estimation
Abdulk084/HybridTox2D
In recent times, toxicological classification of chemical compounds is considered to be a grand challenge for pharma-ceutical and environment regulators. Advancement in machine learning techniques enabled efficient toxicity predic-tion pipelines. Random forests (RF), support vector machines (SVM) and deep neural networks (DNN) are often ap-plied to model the toxic effects of chemical compounds. However, complexity-accuracy tradeoff still needs to be ac-counted in order to improve the efficiency and commercial deployment of these methods. In this study, we implement a hybrid framework consists of a shallow neural network and a decision classifier for toxicity prediction of chemicals that interrupt nuclear receptor (NR) and stress response (SR) signaling pathways. A model based on proposed hybrid framework is trained on Tox21 data using 2D chemical descriptors that are less multifarious in nature and easy to calcu-late. Our method achieved the highest accuracy of 0.847 AUC (area under the curve) using a shallow neural network with only one hidden layer consisted of 10 neurons. Furthermore, our hybrid model enabled us to elucidate the inter-pretation of most important descriptors responsible for NR and SR toxicity.
whsu/spn
Online structure learning of sum product networks
dsplabs/matlab-addnoise
Add noise at a given SNR.
anicolson/tgt_20
jas-preet/SPOT-1D2
Standalone version for our predictor SPOT-1D2
jackshanson/Character_Sheet
Dynamic character sheet which can be altered, saved, and loaded with different characters.
jackshanson/residual_model
jackshanson/SPIDER3-Omega
Omega angle predictor in tensorflow
nick-nikzad/APDL
Attention-based Pyramid Dilated Lattice Network for Blind Image Denoising