Nikhil Iyer (nikhil-iyer-97)

nikhil-iyer-97

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Location:Bangalore

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Nikhil Iyer's repositories

HITS-Algorithm-implementation

Implementation of HITS algorithm for finding hub and authority scores for twitter users

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wide-minima-density-hypothesis

Details about the wide minima density hypothesis and code to compute width of a minima

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Language-Identifier

Language identification toolkit for identifying what language a document is writen in

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fp-tree-implementation

Association rule generation using FP Growth algorithm

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Decision-Tree-Implementation

Decision tree implementation in C++ to classify and predict salary of people using ID3 and C4.5 algorithms

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examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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machine_learning_refined

Notes, examples, and Python demos for the textbook "Machine Learning Refined" (Cambridge University Press).

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Naive-Bayes-Implementation

Sentiment analysis for movie reviews using naive bayes classifier

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Recommender-System

Usage of various techniques such as Collaborative filtering, SVD and CUR-decomposition to predict movie ratings and recommend movies

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Vector-Space-model

Implementation of vector space model for retrieving song lyrics from database using TF-IDF scoring mechanism

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attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

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Candidate-Elimination-Implementation

Candidate elimination algorithm implementation to generate specific and general boundaries given the dataset.

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char-cnn-text-classification-pytorch

Character-level Convolutional Neural Networks for text classification in PyTorch

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decaNLP

The Natural Language Decathlon: A Multitask Challenge for NLP

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DeepLearningExamples

Deep Learning Examples

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Kaggle-contests

Repository created for implementing code to compete in Kaggle competitions

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ML-Projects

A repo created for the sole purpose of implementing ML algorithms in python and understand its application in real world scenarios.

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MRQA-Shared-Task-2019

Resources for the MRQA 2019 Shared Task

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mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

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practical-torchtext

A set of tutorials for torchtext

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Practical_NLP_in_PyTorch

A repository containing tutorials for practical NLP using PyTorch

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Predict-The-Happiness

A binary classification problem based on costumer reviews

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pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

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pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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spinningup

An educational resource to help anyone learn deep reinforcement learning.

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Type-systems-checking--Parser

Parser for C language

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