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chatbot_product

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

content

Official content for Harvard CS109

coursera

cs109-dl-videos

Shell script to scrape Harvard CS109 (Intro to Data Science) lecture videos

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

helper-bot

ineuron_coursework

ml_work

mldeployment

nlp-in-practice

NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

practice_project

rasa

rasa-1

💬 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

robyn

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define media channel efficiency and effectivity, explore adstock rates and saturation curves. It's built for granular datasets with many independent variables and therefore especially suitable for digital and direct response advertisers with rich dataset.

study_ds

thinkstats2

Text and supporting code for Think Stats, 2nd Edition