kpradyumna095's repositories
hands-on-nltk-tutorial
The hands-on NLTK tutorial for NLP in Python
AI-Mancala-Game-Design
Implemented Greedy,Minimax and Alpha Beta Algorithm in Python to select best moves for each player by looking n steps ahead.
Awesome-Chatbot
Awesome Chatbot Projects,Corpus,Papers,Tutorials.Chinese Chatbot =>:
Axa-Insurance-Telematics-Kaggle
I developed this case study only in 7 days with Pyspark (Spark 1.6.0) SQL & MLlib. I used Databricks cluster and AWS. %90 AUC is achieved (without involving Trip Matching-Repeated Trips feature) with Random Forest. Many ensembles with RF, GBT and Logistic Regression and outlier elimination could be used to improve this result. There are two version
CodingInterviews
This repository contains coding interviews that I have encountered in company interviews
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
ETL_with_Python
ETL with Python - Taught at DWH course 2017 (TAU)
generative_audio
MSc AI Project on generative deep networks and neural style transfer for audio
LeetCode-1
LeetCode
LendingClub
Data Analysis and ETL Application for Lending Club Loans Dataset
master-data-management
5th place submission (1000$ prize winner) for the Master Data Management challenge on Topcoder
parallel_ml_tutorial
Tutorial on scikit-learn and IPython for parallel machine learning
Python-for-SAS-Users
This repository contains several IPython Notebooks to help translate from the SAS statistical language to equivalents using Python libraries.
SAS-to-Pyspark
SAS and PySpark Code Converted Example