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18337

18.337 - Parallel Computing and Scientific Machine Learning

3d-machine-learning

A resource repository for 3D machine learning

aais_neuralnet

Neural Network Workshop Code

awesome-adversarial-machine-learning

A curated list of awesome adversarial machine learning resources

awesome-computer-vision

A curated list of awesome computer vision resources

babi_qa

Solving Question-Answering Problem Using Deep Learning

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

data-science

Working on Data science using Python, R SQL

deep-learning-dbn-from-the-ground-up

This is a multiple file project that is part of my dissertation M.Sc Thesis. This repository contains all the background theory of Deep Belief Networks and Machine Learning theory using Artificial Neural Networks to utilize the examples.

dfa-nfa

Count Strings Problem: Hacker Rank

docker_config_example

Docker COnfiguration File Example

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

evo

Python package for the evaluation of odometry and SLAM

examples

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

facial_attribute_segmentation

Implemeting Improving Facial Attribute Prediction using Semantic Segmentation using Pytorch

gradient_descent_viz

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

image-processing

Various Image Processing Operation based on Open GL and C++

imgaug

Image augmentation for machine learning experiments.

ista-net

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing (Tensorflow Code)

machine-learning-r

Machine Learning Implementations in R

machine-learning-rat-data

mca

Multiple correspondence analysis

nbansal90.github.io

object-detection

Object Detection With Multiscaling Testing with FPN/RCNN

orthogonal_parameters_tensorflow

Tensorflow based Orthogonal Regularizer

ppg_androidversion

Android application to demonstrate real time PPG using OpenCV

python-scripts

because i'm tired of gists

pytorch-examples

Simple examples to introduce PyTorch

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.