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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

scence_recognition

Given 2000 images of 15 classes, build an image classifier

semantic-segmentation

Semantic Segmentation for Seep Detection using UNET, Pytorch

serving_predictions_with_rest_api

sharing_isl_python

An Introduction to Statistical Learning with Applications in PYTHON

sta695

Course Materials for STA 695: Modern Statistics in Machine Learning

stack-tag-predictor

Description Stack Overflow is the largest, most trusted online community for developers to learn, share their programming knowledge, and build their careers. Stack Overflow is something which every programmer use one way or another. Each month, over 50 million developers come to Stack Overflow to learn, share their knowledge, and build their careers. It features questions and answers on a wide range of topics in computer programming. The website serves as a platform for users to ask and answer questions, and, through membership and active participation, to vote questions and answers up or down and edit questions and answers in a fashion similar to a wiki or Digg. As of April 2014 Stack Overflow has over 4,000,000 registered users, and it exceeded 10,000,000 questions in late August 2015. Based on the type of tags assigned to questions, the top eight most discussed topics on the site are: Java, JavaScript, C#, PHP, Android, jQuery, Python and HTML. Problem Statemtent Suggest the tags based on the content that was there in the question posted on Stackoverflow.

startupeda

Some EDA on data from Odd-up, a start-up company.

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system_design

Preparation links and resources for system design questions

teaching

Information Retrieval Courses @ TU Wien

timeseries_fastai

fastai V2 implementation of Timeseries classification papers.

treesearch_and_tictactoe

Java code written to perform BFS,DFS, A*,Iterative deepening searches for the Tile puzzle, and Minimax written for Tic-Tac-Toe

unsupervised-time-series-regime-detection

Attempt at learning Regime detection using HMM on Telematics data as opposed to the conventional regime detection on Financial data.

videoanalysis

Video analysis to count number of items placed in a Grocery Basket to speed up checkout time.