Akshay Bareja's repositories
tidybiology
The Tidybiology package containing datasets and utility functions for learning
AI_Curriculum
Open Deep Learning and Reinforcement Learning lectures from top Universities like Stanford, MIT, UC Berkeley.
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.
beginners-pytorch-deep-learning
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
bespokelearnr
Bespoke data science learning
cct_datasets
Data sets used for CCT presentations
cheatsheets
Making cheatsheets for R packages
deepslide
Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.
E-MTAB-6141
Data from Lewis, Barnes, Blighe et al., Cell Rep. 2019 Aug 27; 28(9): 2455–2470.e5.
getting-started-with-genomics-tools-and-resources
Unix, R and python tools for genomics and data science
Interactive_Tools
Interactive Tools for Machine Learning, Deep Learning and Math
Machine-Learning-Collection
PyTorch Tutorials, TensorFlow Tutorials and Machine Learning Algorithms
modules_map
Files for making an interactive modules map for the CCT
Molecular-Solubility-with-PyTorch-Geometric
This code trains a graph convolutional network in Torch Geometric to predict the solubility of molecules
openshift-shiny
OpenShift compatible Docker images/config for running shiny apps
PlusDataScience
Materials for +DataScience In-Person Learning Experiences (IPLEs)
PyTorchZeroToAll
Simple PyTorch Tutorials Zero to ALL!
sf-ggm
Analysis of synovial fluid proteome using gaussian graphical models
tidybiobespoke
tidybiobespoke
tidybiology-essentials
Short format data science learning
tidybiology-meetup
Repo containing information and datasets for on-going tidybiology trainings and meetups
tidyexplain
🤹♀ Animations of tidyverse verbs using R, the tidyverse, and gganimate
website_for_john
Working out how to put our website on OpenShift