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botfront

A powerful Rasa UI to build advanced AI assistants.

case-study

An analysis of start-up funding trends and patterns with visualisation (Matplotlib and Seaborn) using Indian startups dataset.

chat-bot-using-end-to-end-network

In this project I've worked with the Babi Data Set from Facebook Research to create a chatbot using state of the art end to end neural network which takes a story and Query as input. The Output generated by the bot is either 'Yes' or 'No' based on the query.

cifar-10

Image classification of the CIFAR dataset reducing the dimensionality using principal component analysis (PCA)

data_to_viz

Leading to the dataviz you need

decision-tree-implementation-from-scratch

Every step of the split in the decision tree implemented from scratch (without using sklearn) is printed. Iris dataset is used.

files-basics

Working with CSV files and basic exploratory analysis

github-api

Implementation of Github API using basic authentication and OAuth(access token)

in-depth-nlp

POS, NER, Sentiment & Semantics, VADER, LDA, Topic Modeling using spaCy and NLTK

ml-and-health-predict-mortality-rate

openpilot

open source driving agent

python-101

This Repository has some basic and advanced logical problems in python

pywit

Python library for Wit.ai

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

sentiment-analysis-on-movie-reviews

NLTK project using SVC as classifier on '50K IMDB Movie Reviews' dataset.

sqlite

How to convert a sqlite database and use it in Jupyter notebook as a data frame

text-generation-with-lstm

Moby Dick Text Generator. The model has been trained on the entire Literary collection of Moby DIck and then generate text imitating the author. Built on Python using Keras and LSTM cells.

twitter-sentiment-analysis

Our task is to predict the sentiment of the tweet i.e. positive, negative or neutral using SVM

zomato-api

In depth use of Zomato API to fetch cuisine ID, Location details , establishment types , most popular lists and form queries to search through 1.5 million restaurants globally.