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acousticeventdetection

Source code complementing our paper for acoustic event classification using convolutional neural networks.

adr_classification

artificio

Deep learning computer vision algorithms for real-world use

automatedforecastingwithshiny

Fully automated GDP forecasting with R/shiny

awesome-deep-learning

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

business-machine-learning

A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)

caffe

Caffe: a fast open framework for deep learning.

clear

[Under development] R package for running the Comparison of the Laboratory Extreme Abnormality Ratio (CLEAR) algorithm.

cookbook

The Data Engineering Cookbook

crnn

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

datasciencecoursera

This repo contains the files related to the Coursera Data Science Specialization

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deeposm

Train a deep learning net with OpenStreetMap features and satellite imagery.

eanalytics

Dynamic Web-based Analytics for the Energy Industry

face-recognition

faers-outcome-multi-class-classification

A web-based interactive system for adverse reaction detection and analysis.

fonduer

A knowledge base construction engine for richly formatted data

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.

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

iot_predictive_maintenance_demo

label-maker

Data Preparation for Satellite Machine Learning

landsat-util

A utility to search, download and process Landsat 8 satellite imagery

ln2sql

A tool to query a database in natural language

loan_default_prediction

High Performance Loan Default Prediction System by Deep Learning.

ml-hv-grid-pub

Code for high-voltage grid mapping project with the World Bank; early 2018

nlp-adr

Natural Language Processing for Adverse Drug Reaction mining

nltk3-cookbook

Code for NLTK3 Cookbook

oil-and-gas-data-analysis