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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

amazon-personalize-samples

Notebooks and examples on how to onboard and use various features of Amazon Personalize

asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

aspect-based-sentiment-analysis

aspect-based-sentiment-analysis-bert

💭 Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)

awesome

😎 Awesome lists about all kinds of interesting topics

capsule_net_pytorch

Readable implementation of a Capsule Network as described in "Dynamic Routing Between Capsules" [Hinton et. al.]

classificationusingtensorflowexp

Learning from Jay Alammar

cleanlab

The standard package for machine learning with noisy labels and finding mislabeled data in Python.

coursera-introductiontomachinelearning

This course will provide a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.)

create-your-own-adventure

This is example repo illustrates the concept of a "Pull Request", created as part of the course How to Use Git and GitHub

data-science-ipython-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.

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

datavisualizationbootcamp

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-v2-pytorch

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

deeplearning-models

A collection of various deep learning architectures, models, and tips

deeplearning-nanodegree-exercises

Solution/code for projects and exercises for the Udacity's Deep Learning Nanodegree program 2021

deepv2d

dermatologist-ai

dermatologist-ai-master

In this Udacity's mini project, task is to design algorithm that can visually diagnose melanoma, the deadliest form of skin cancer. In particular, algorithm will distinguish this malignant skin tumor from two types of benign lesions nevi and seborrheic keratoses

easy-translate

Easy-Translate is a script for translating large text files with a SINGLE COMMAND. Easy-Translate is designed to be as easy as possible for beginners and as seamlesscustomizable and as possible for advanced users.

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

embeddings

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

gansketching

Sketch Your Own GAN: Customizing a GAN model with hand-drawn sketches.

grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

improvedgan-pytorch

Semi-supervised GAN in "Improved Techniques for Training GANs"