mmrahman-utexas Goto Github PK

adversarial-squad

Code from Jia and Liang, "Adversarial Examples for Evaluating Reading Comprehension Systems" (EMNLP 2017)

anaconda-issues

Anaconda issue tracking

animalai-olympics

Code repository for the Animal AI Olympics competition

anomally_detection_partially_finetuning_vgg19_pytorch

Perform anomally detection on a dataset containing wall crack by partially finetuning a pre-trained VGG19 model in PyTorch

awesome

😎 Awesome lists about all kinds of interesting topics

awesome-action-recognition

A curated list of action recognition and related area resources

awesome-data-labeling

A curated list of awesome data labeling tools

awesome-mlops

A curated list of references for MLOps

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

beattracking

chordrec

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

cython

The most widely used Python to C compiler

dbn_learner

Python library to learn Dynamic Bayesian Networks using Gobnilp

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

denoising_artificially_noised_mnist_dataset_using_convolutional_autoencoder_pytorch

Built and Trained a Convolutional Autoencoder to denoise a MNIST datset after adding artificial noise to it.

deploying_a_sentiment_analysis_model_using_aws_sagemaker

Dis this project as a part of requirements for graduation of the Udacity Deep Learning Nanodegree. Constructed a Recurrent Neural Network (LSTM) on top of an embedding layer and trained it on the BOW wncoded IMDB dataset containing movie review for detecting sentiment of amovie review. Created the training job, model and deployed the model on AWS SageMaker service. Gave acsses of the deployed model to a smiple web app that can take inpur review as text from an user and give the sentiment of the review as output by creating a Lambda function and API Gateway and giving the web app access to the API Gateway.

digit-recognizer

Kaggle problem

dog-breed-identification

Kaggle Problem

dog_breed_classifier_pytorch

Project done as part of requirements of the graduation of Udacity Nanodegree Program

generating_realistic_house_numbers_using_dcgan_pytorch

Did this project in "Generative Adversarial Networks" module during completion of Udacity Deep Learning Nanodegree. Defined Deep Convolutional Discriminator and generator network using Convolutional, transpose Convolutionala and batch Normalization layer. Trained the dicriminator network optimizing combined discriminator loss on real and fake images using true labels and trained the generator network optimizing discriminator loss on fake images using flipped labels to train the entir GAN on Google SVHN dataset to generate realistic looking house number images.

goodies

Collection of GitHub repos, blogs and websites to learn cool things

house_price

Caggle House Price Problem

image_caption_generator

Project Done as a part of requirements of Graduation of Udacity computer Vision Nanodegree

labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mastering-reinforcement-learning-with-python

Mastering Reinforcement Learning with Python, published by Packt

ml

Machine learning projects, often on audio datasets

ml-system-design-pattern

System design patterns for machine learning

mlops-zoomcamp

Free MLOps course from DataTalks.Club