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Name: Josh
Type: User
Bio: Data Scientist
Location: San Jose
Name: Josh
Type: User
Bio: Data Scientist
Location: San Jose
Python interface to running command-line and web-based MHC binding predictors
Mol-CycleGAN - a generative model for molecular optimization
Tensorflow implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)
Bioinformatics pipeline for selecting patient-specific cancer neoantigen vaccines
Language: Python Created a naive Bayes text classifier (nblearn.py, nbclassify.py) and compared accuracy with two popular machine learning toolkits. Worked with two datasets (emails and IMDB reviews) and performed binary classification: SPAM or HAM (not spam), and POSITIVE or NEGATIVE (sentiment analysis). Compared three machine learning techniques for making these classifications: naive Bayes classification, maximum entropy modeling, and support vector machines (MegaM and SVM-Light). report.txt - contains detailed instructions about the sequence of scripts to run and what cmd arguments to pass each python script.
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
PaccMann models for protein language modeling
ProSPr: Protein Structure Prediction
Official code repository of "BERTology Meets Biology: Interpreting Attention in Protein Language Models."
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Stable Diffusion implemented from scratch in PyTorch
A Collection of Variational Autoencoders (VAE) in PyTorch.
Epitope immunogenicity prediction through in silico TCR-peptide contact potential profiling.
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation
This package contains deep learning models and related scripts for RoseTTAFold
Segment-CNN: A Framework for Temporal Action Localization in Untrimmed Videos via Multi-stage CNNs
Visualization tool for sentiments in email
Naive Bayes, MEGAM and SVM Machine Learning ALgorithms were used.
An all-atom protein structure dataset for machine learning.
💫 Industrial-strength Natural Language Processing (NLP) with Python and Cython
Yet another PyTorch implementation of Stable Diffusion (probably easy to read)
Web Application that allows users to search keywords from an AWS Elasticsearch Service powered by AWS Elastic Beanstalk. The Twitter Streaming API is used to send tweets to AWS SQS which is then handled by a worker that judges a tweet's sentiment or whether tweets are positive, negative, or neutral - this leverages IBM's Natural Language Understanding API. Once a sentiment is obtained, tweets are pushed to AWS SNS service which then are pushed to services that are interested in this topic. User may ask an HTTP/HTTPS, email, or SMS endpoint to subscribe to this AWS SNS topic. In this case, AWS Elasticsearch is the endpoint that is subscribed to the SNS topic. A web interface is provided to view tweets or filter them. Viewers may read the tweet and its corresponding sentiment by hovering over them on Google Map.
a simple vae and cvae from keras
Ranked vaccine peptides for personalized cancer immunotherapy
This is a Weibo comments processing toolbox; 这是一个微博评论分析工具,实现功能主要有:1.微博评论数据爬取;2.分词与关键词提取;3.词云与词频统计;4.情感分析;5.主题聚类
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.