chatbot's Introduction
################ PROJECT 3 - Alternative ################ # From Class: CS 7637 - Knowledge-Based AI, Fall 2016 # Author: Yann RAVEL-SIBILLOT # Date started: 11/05/2016 (5 November 2016) # Final Report: https://mega.nz/#!E0VQiJpZ!n0ZlTV9GdxPkvTgz_Ya6QbQ_ERhTzqgyhRGZxRB2bug # Required: python 2.7 scikit-learn >0.18 nltk >3 slackclient # TODO before running the project: Set the PATH on variables.py where are located data # Architecture of file! # Launchable: main_knowledge.py : while create the knowledge needed to use the bot if MODE = 1 on the file, then create all the knowledge from scratch if MODE = 2 on the file, then load ideas and concept, and recreate models main.py: while launch every thing, the bot and the creation of knowledge, if the MODE = 1 on the file "main_knowledge.py" Models are saved on the folder Data\Models Concepts are saved on the folder Models # Other files slack.py: functions to launch, communicate with Slack, the main loop is defined here core_concept.py: definiton of the class Concept core_idea.py: definiton of the class Idea intelligence.py: functions to reason from the user's input sentence.py: functions to create sentence from ideas classifier_select.py: functions to load and save knowledge + predict and train classifiers util.py: functions to plot and save statistical data variables.py: most of global variables used # On the folder Knowledges: Knowledges\preprocessing.py: functions to filter, merge, read data from file text Knowledges\formatData.py: functions to prefilter the data # On the folder Data: gatech_wiki_clean_v3.csv: contains all the knowledge from Wikipedia Courses\*: contains all transcripts from the KBAI class
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. ๐๐๐
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.