rahilgholami Goto Github PK

assisto-project

astir

astir | Automated cell identity from single-cell multiplexed imaging and proteomics 🖥🔬✨

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

circadian-rhythmicity

csi

CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)

cytofcompensation

Companion repository for the paper 'Compensation of signal spillover in suspension and imaging mass cytometry'

deep-learning-with-python

Example projects I completed to understand Deep Learning techniques with Tensorflow.

deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

dino

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

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gail_ppo_tf

Tensorflow implementation of Generative Adversarial Imitation Learning(GAIL) with discrete action

holmes

HOLMES: Health OnLine Model Ensemble Serving for Deep Learning Models in Intensive Care Units (KDD 2020)

iic

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

imcdataanalysis

This repository hosts an R based workflow to perform downstream analysis of IMC data.

imcsegmentationpipeline

A pixel classification based multiplexed image segmentation pipeline

machine_learning_examples

A collection of machine learning examples and tutorials.

mcts

Python Implementations of Monte Carlo Tree Search

pytorch-byol

PyTorch implementation of Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

qupath-extension-tensorflow

Use TensorFlow from QuPath

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

spice

ssd

SSD: A Unified Framework for Self-Supervised Outlier Detection [ICLR 2021]

tensor2tensor

A library for generalized sequence to sequence models

tnc_representation_learning

tutorials

Tutorials for creating figures, tables, or other content for AAS Journals.