MADRaS is a multi-agent extension of Gym-TORCS and is open source, lightweight, easy to install, and has the OpenAI Gym API.
This article covers stock prediction using ML and DL techniques like Moving Average, knn, ARIMA, prophet and LSTM with python codes.
List of must read books on machine learning and artificial intelligence provides an overview to a data scientist and its uses in modeling
An Introduction to Random Forest using the fastai Library (Machine Learning for Programmers – Part 1)
This article provides a comprehensive summary of fast.ai’s machine learning course. It’s a deep dive into the inner workings of the Random Forest algorithm!
Learn how to use RapidMinder’s latest tool to simplify and automate data rpeparation and other machine learning tasks!
We list down the best machine learning and deep learning GitHub repositories and Reddit discussions from September, 2018 in this article.
Text Mining 101: A Stepwise Introduction to Topic Modeling using Latent Semantic Analysis (using Python)
Latent Semantic Analysis is a Topic Modeling technique. This article gives an intuitive understanding of Topic Modeling along with its implementation.
This article lists down all the winning approaches to the recently concluded Analytics Vidhya and IIT-BHU codeFest hackathon series.
The multi-armed bandit problem is a popular one. Here’s a refreshing take on how to solve it using reinforcement learning techniques in Python.
This article covers the basic concepts of Dynamic Programming (DP) required to master the world of reinforcement learning.