nooralahzadeh

pdfs

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

ViT

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

300Days__MachineLearningDeepLearning

I am sharing my Journey of 300DaysOfData in Machine Learning and Deep Learning.

ALBEF

Code for ALBEF: a new vision-language pre-training method

asynchronous-federated-learning

Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)

awesome-bioie

🧫 A curated list of resources relevant to doing Biomedical Information Extraction (including BioNLP)

Awesome-Federated-Learning

Federated Learning Library: https://fedml.ai

byol-pytorch

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

Chest-X-Ray-Tags-Classification

This is the implementation of the visual model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'.

CLG-VQA

This is the implementation of the approaches described in the paper: "Improving the Cross-Lingual Generalisation in Visual Question Answering"

contrastive-conditioning

Code and data accompanying the paper "Contrastive Conditioning for Assessing Disambiguation in MT: A Case Study of Distilled Bias"

CV

deepface

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Disentangled-Variational-Autoencoder

PyTorch Implementations of a VAE and a beta-VAE.

flower

Flower - A Friendly Federated Learning Framework

GPT2-Chest-X-Ray-Report-Generation

This is the implementation of the CDGPT2 model mentioned in our paper 'Automated Radiology Report Generation using Conditioned Transformers'

headshots-starter

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

machine-learning-interview-enlightener

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

mimic3-benchmarks

Python suite to construct benchmark machine learning datasets from the MIMIC-III clinical database.

nanduan.github.io

nlp-class

A Natural Language Processing course taught by Professor Ghassemi

nlp_course

YSDA course in Natural Language Processing

object_relation_transformer

Implementation of the Object Relation Transformer for Image Captioning

profile

PySyft

A library for answering questions using data you cannot see

pytse-client

work with Tehran stock exchange data in Python

Recent-Advances-in-Vision-and-Language-Research

CVPR 2020 Tutorial

Teacher-free-Knowledge-Distillation

Knowledge Distillation: CVPR2020 Oral, Revisiting Knowledge Distillation via Label Smoothing Regularization

tensorflow

An Open Source Machine Learning Framework for Everyone