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ghback's Projects

deep-belief-network icon deep-belief-network

A Python implementation of Deep Belief Networks built upon NumPy and TensorFlow with scikit-learn compatibility

deepo icon deepo

Set up deep learning environment in a single command line.

dlsc icon dlsc

Deep Learning Short Course.

donkeycar icon donkeycar

Open source hardware and software platform to build a small scale self driving car.

elki icon elki

ELKI Data Mining Toolkit

facets icon facets

Visualizations for machine learning datasets

flask-angular-data-science icon flask-angular-data-science

Repository for a data science starter app using Flask, Angular and Docker. https://medium.com/@dvelsner/deploying-a-simple-machine-learning-model-in-a-modern-web-application-flask-angular-docker-a657db075280

flask-base icon flask-base

A simple Flask boilerplate app with SQLAlchemy, Redis, User Authentication, and more.

flask_api icon flask_api

Creating a Machine Learning API using Flask - Repository for AV Article

gino icon gino

GINO Is Not ORM - a Python asyncio ORM on SQLAlchemy core.

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

handson-ml icon 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 icon industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

lua-zlib icon lua-zlib

Simple streaming interface to zlib for Lua.

luigi icon luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

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