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2048

A simple 2048 Implementation using Pygame

a-simple-recommendation-system

A simple recommender

abstractive-text-summarization

adalab

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

boston-housing

A Udacity MLND Project

botbuilder-python

The Microsoft Bot Framework provides what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/sms to Skype, Slack, Office 365 mail and other popular services.

campus_store

Source Code for Campus_Store website using Djnago Python Framework

camr

Transition-based tree-to-graph AMR Parser

capsnet

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

capsnet-tensorflow

A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules

chatbot

In this project, we will build a chatbot using conversations from Cornell University's Movie Dialogue Corpus. The main features of our model are LSTM cells, a bidirectional dynamic RNN, and decoders with attention. The conversations will be cleaned rather extensively to help the model to produce better responses. As part of the cleaning process, punctuation will be removed, rare words will be replaced with "UNK" (our "unknown" token), longer sentences will not be used, and all letters will be in the lowercase. With a larger amount of data, it would be more practical to keep features, such as punctuation. However, I am using FloydHub's GPU services and I don't want to get carried away with too training for too long.

chatlearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

cnn-dailymail

Code to obtain the CNN / Daily Mail dataset (non-anonymized) for summarization (Python3)

competitive-data-science

How to Win a Data Science Competition: Learn from Top Kagglers

competitive-programming-

Some of my competitive programs

connect_4

cracking-the-data-science-interview

A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep

cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

cs224n-winter17-notes

Course notes for CS224N Winter17

customer-segments

A Unsupervised Learning Udacity Machine Learning Nanodegree Project

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.

deepschool.io

Deep Learning tutorials in jupyter notebooks.

dive-into-machine-learning

Dive into Machine Learning with Python Jupyter notebook and scikit-learn

dl_topics

List of DL Topics and resources essential for cracking interviews

dog-breed-classifier

Udacity MLND Deep Learning Project

finding-donors

A Supervised Learning Udacity Machine Learning Nanodegree Project

flask-restplust-boilerplate

Flask Basic App

geo-spatial-entropy

hand-gesture