anuprulez Goto Github PK
Name: Anup Kumar
Type: User
Company: @galaxyproject @BackofenLab
Bio: Machine learning researcher/Data scientist, University of Freiburg, Germany
Twitter: musafirtweetsz
Location: Freiburg, Germany
Name: Anup Kumar
Type: User
Company: @galaxyproject @BackofenLab
Bio: Machine learning researcher/Data scientist, University of Freiburg, Germany
Twitter: musafirtweetsz
Location: Freiburg, Germany
Analysis of Penn Machine Learning Benchmark regression datasets
Prediction of dephosphorylation sites using fine-tuned protein large models and integrate it as a Galaxy tool
Predicting animal behaviour using deep learning (https://besjournals.onlinelibrary.wiley.com/doi/10.1111/2041-210X.12926)
code
PredictiveModel_pipeline
ProtTrans is providing state of the art pretrained language models for proteins. ProtTrans was trained on thousands of GPUs from Summit and hundreds of Google TPUs using Transformers Models.
Sample push code from local system
Geometric Deep Learning Extension Library for PyTorch
RBC de.NBI documents
Visualize the inner workings of RNA Bioinformatics algorithms.
Language Model GRU with Python and Theano
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
Backpropagation algorithm used in Optimization (Machine Learning)
Ongoing analysis of COVID-19 using Galaxy, BioConda and public research infrastructures
Single-Cell Analysis in Python. Scales to >1M cells.
Realistic in silico generation and augmentation of single cell RNA-seq data using Generative Adversarial Neural Networks
Code to reproduce results in Ravindra NG* & Sehanobish A* et al. 2020, "Disease State Prediction From Single-Cell Data Using Graph Attention Networks" to appear in ACM Proceedings. <https://arxiv.org/abs/2002.07128>
Generative adversarial networks for single-cell RNA-seq imputation
scikit-learn: machine learning in Python
Sequential model-based optimization with a `scipy.optimize` interface
Deep generative models for single-cell omics data
Aligning pretrained language models with instruction data generated by themselves.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.