Jeffrey Detras's repositories
AttentiveNAS
code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"
autokeras
accessible AutoML for deep learning.
CalliNGS-NF
GATK RNA-Seq Variant Calling in Nextflow
go
The Open Source Data Science Masters
google-research
Google AI Research
Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
HTPPs
Web-app for field high-throughput phenotyping prediciton
imagebreed_dockerfile
The Dockerfile for ImageBreed
keras
Deep Learning for humans
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
mlflow
Open source platform for the machine learning lifecycle
PANorama3.0
Updating PANorama 2.0 (https://sourceforge.net/projects/panorama1/) from python2 to python3 compatibility
playground
A Streamlit application to play with machine learning models directly from the browser
prepare4imagebreed
Scripts to process files into format as required by Imagebreed
R-for-Plant-Breeding
R for Plant Breeding is open source resource to lear the Plant Breeding and Genetics related data analysis and visualizations
Rice-Leaf-Disease-Analyzer
Ai powered web app that uses computer vision to detect three types of rice leaf diseases - Tensorflow.js
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
sgn
The code behind the Sol Genomics Network, Cassavabase and BreeDBase websites
ShinyAIM
Application for Interactive Manhattan Plots and Phenotypic Data Visualization
streamlit-tutorial
Streamlit tutorial following https://builtin.com/machine-learning/streamlit-tutorial
TensorFlow-Course
Simple and ready-to-use tutorials for TensorFlow
vertex-ai-samples
Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud