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3d-deep-learning

3D Deep Learning works

activation-functions-from-scratch

Implementing different types of Activation function from scratch using python.

ad_prediction

Alzheimer's Disease Prediction by using ResNet, AlexNet

advanced-deep-learning-with-keras

Advanced Deep Learning with Keras, published by Packt

alzheimers-prediction

An attempt to diagnose Alzheimer's disease earlier

applied-machine-learning

Applied Machine Learning @ http://amitkaps.com/ml

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

awesome-ai-books

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning

awesome-autodl

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

awesome-computer-vision

A curated list of awesome computer vision resources

awesome-datascience

An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-deep-learning-papers

The most cited deep learning papers

awesome-document-understanding

A curated list of resources for Document Understanding (DU) topic

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

awesome-programming-language-pretraining-papers

Recent Advances in Programming Language Pre-Trained Models (PL-PTMs)

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

awesome-public-datasets

A topic-centric list of HQ open datasets.

awesome-semantic-search

A curated list of awesome resources related to Semantic Search🔎 and Semantic Similarity tasks.

bootleg

Self-Supervision for Named Entity Disambiguation at the Tail

bug-triage-with-han

Code for bug triage with HAN

cad-tool-for-dementia

caffe

capsule-networks

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

chexnet-implementation-in-keras

This is a reimplementation of CheXNet using Python3 and Keras. CheXNet, is a 121-layer convolutional neural network that inputs a chest X-ray image and outputs the probability of pneumonia along with a heatmap localizing the areas of the image most indicative of pneumonia.

cnn

Convolutional Neural Networks - Stanford CS231n Course by Andrej Karpathy and Serena Yeung

cnn-3d-images-tensorflow

3D image classification using CNN (Convolutional Neural Network)

course-nlp

A Code-First Introduction to NLP course

data-science

Collection of useful data science topics along with code and articles

data-science-ipython-notebooks

Recently updated with 50 new notebooks! Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.