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3d-face

A simple python script for parametric face model estimation from single or multiple images

3ddfa

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

amazon-a2i-sample-jupyter-notebooks

Sample Jupyter Notebooks for Amazon Augmented AI (A2I)

amazon-lex-bi-bot

Build a Conversational Business Intelligence Bot with Amazon Lex

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning and deep learning in Amazon SageMaker

coursera_data-science

dib-r

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

dtreeviz

A python library for decision tree visualization and model interpretation.

eos

A lightweight 3D Morphable Face Model fitting library in modern C++14

expedia-hotel-price-prediction

Predict Expedia hotel room rates using multi-layer modeling

facial_details_synthesis

Photo-Realistic Facial Details Synthesis from Single Image (ICCV2019 Oral)

gain-pytorch

Pytorch implementation of GAIN for missing data imputation

iedatachallange-django-analytics-project

IE 2nd term project prototype application based on Telefonica Mobility and BBVA Credit Card Payments. Provider data is strictly disclosed; but you can use the code in any purpose you desire. MVC stack framework using python Django. Api integrations with Expedia and Twitter Streaming API. Important work on TripAdvisor webscraping. NLP (NLTK) for Topic based sentiment analysis(Trip Advisor Reviews), Timeseries forecasting, Recommendation Engine, Leaflet Data Visualization, NetworkX SNA (python and JS). BBVA data is neglected because of lack of data integrity and necessary categories. I hope this work can be helpful to practicioners of Django framework and analytics. This application is developed in a very short term with Agile methodology, therefore it is normal that there are problems and inconsistencies of code quality. For example we tried to use mongoengine and Django framework document models as a common data source; but we faced with difficulties time to time because of lack of accurate documentation in web. Whenever we resolved we followed the accurate coding practice. Please followup the model usage practice in the last view in views.py to comply with MVC, do not use pymongo directly. Mongoengine will provide features like DBConnectionPooling that will facilitate a scalable architecture.

ml-class

Machine learning lessons and teaching projects designed for engineers

prnet

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

travel-chatbot

Chatbot using RASA Core and RASA NLU in the travel domain. Used to enquire Hotels, Flight and Train data from railwayapi and goibibo api