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ai_codes

ai_publications

awesome-ios

A curated list of awesome iOS ecosystem, including Objective-C and Swift Projects

bert-in-production

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

convexhullproperty

Code for finding the convex hull property using D&C and an iterative technique. This was an assignment for an Algorithms course.

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 175 universities.

data-prep-pipeline

:wrench: A useful preprocessing pipeline that handles heterogeneous data such as binary, categorical, and numerical features

datasciencecoursera

datasciencespecialization.github.io

http://DataScienceSpecialization.github.io

dataset

Open RadioML Synthetic Benchmark Dataset

datasharing

The Leek group guide to data sharing

dcgan-completion.tensorflow

Image Completion with Deep Learning in TensorFlow

deep-learning

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning.ai

Some work of Andrew Ng's course on Coursera

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

developing_data_products

Developing Data Products Course from the Johns Hopkins Data Science Lab

dlaicourse

Notebooks for learning deep learning

dlma

The is a research project I am working on :)

dockerrml

Docker images set up with tools for radio & machine learning tasks

examples

Useful RadioML Examples

exploratory_data_analysis

flask-social

OAuth Provider Integration for Flask-Security

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

language

Shared repository for open-sourced projects from the Google AI Language team.

mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

models

Models built with TensorFlow