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accelerators

R based data science solution accelerator suite that provides templates for prototyping, reporting, and presenting data science analytics of specific domains

av_churn_prediction

av_churn_prediction_public

Repository for analytics vidya churn prediction public codes

av_mckinsey_time_series_prediction

Code for time series prediction - Mckinsey competion held on Analytics Vidya

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

blackfridaydatahack

Black Friday Data Hack (online data science hackathon) held Nov 20-22 by Analytics Vidhya

blog-portfolio

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

cnn-benchmarks

Benchmarks for popular CNN models

convolution-neural-networks-made-easy-with-keras

Introduction to convolution neural networks

data-science--cheat-sheet

Cheat Sheets

deepschool.io

Deep Learning tutorials in jupyter notebooks.

dlib

A toolkit for making real world machine learning and data analysis applications in C++

example-project

Example Python DS project

face-mask-detector

Face Mask Detector

face_recognition

The world's simplest facial recognition api for Python and the command line

flowingdata

R tutorials in data visualisation by Nathan Yau (www.flowingdata.com)

genderclassifier

Gender_classification_challenge

hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

jupyter

Jupyter metapackage for installation, docs and chat

kadro

A friendly pandas wrapper with a more composable grammar support.

labeled-tweet-generator

Search for tweets and download the data labeled with its polarity in CSV format

labelimg

:metal: LabelImg is a graphical image annotation tool and label object bounding boxes in images

lectures

Oxford Deep NLP 2017 course

linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

machine-learning-links-and-lessons-learned

List of all the lessons learned, best practices, and links from my time studying machine learning

machine-learning-with-r-datasets

Formatted datasets for Machine Learning With R by Brett Lantz

ml-books

books based on Machine Learning using python

ml-mastery

Code from Jason Brownlee's course on mastering machine learning

models

Models and examples built with TensorFlow