msultan Goto Github PK

aa228-notebook

IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University

accelerated_sampling_with_autoencoder

Accelerated sampling framework with autoencoder-based method

alanine_tree

Ipython notebook highlighting the use of decision tree classifiers for MD datasets.

algorithms

Minimal examples of data structures and algorithms in Python

ants

Advanced Normalization Tools (ANTs)

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

awesome-deep-learning-papers

awesome-graph-classification

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-single-cell

List of software packages for single-cell data analysis, including RNA-seq, ATAC-seq, etc.

backup_msultan.github.io

web page

cctools

The Cooperative Computing Tools (cctools) enable large scale distributed computations to harness hundreds to thousands of machines from clusters, clouds, and grids.

cellprofiler

An open-source application for biological image analysis

centrality

chord-transitions

cleveralgorithms

An open source book that describes a large number of algorithmic techniques from the the fields of Biologically Inspired Computation, Computational Intelligence and Metaheuristics in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.

cmappy

Assorted tools for interacting with .gct, .gctx files and other Connectivity Map (Broad Institute) data/tools

conda-recipes

conda build recipes for the Omnia project

constph-openmm

OpenMM testbed for constant-pH methodologies.

correlation_metrics

cs231n.github.io

Public facing notes page

cs231n_assignments

cycle-gan-tf

Reimplementation of cycle-gan(https://arxiv.org/pdf/1703.10593.pdf) with improved w-gan(https://arxiv.org/abs/1704.00028) loss in tensorflow.

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-q-tensorflow

deepchem

Deep-learning models for Drug Discovery and Quantum Chemistry

dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO