Nikhil Iyer's repositories
HITS-Algorithm-implementation
Implementation of HITS algorithm for finding hub and authority scores for twitter users
wide-minima-density-hypothesis
Details about the wide minima density hypothesis and code to compute width of a minima
Language-Identifier
Language identification toolkit for identifying what language a document is writen in
fp-tree-implementation
Association rule generation using FP Growth algorithm
Decision-Tree-Implementation
Decision tree implementation in C++ to classify and predict salary of people using ID3 and C4.5 algorithms
machine_learning_refined
Notes, examples, and Python demos for the textbook "Machine Learning Refined" (Cambridge University Press).
Naive-Bayes-Implementation
Sentiment analysis for movie reviews using naive bayes classifier
Recommender-System
Usage of various techniques such as Collaborative filtering, SVD and CUR-decomposition to predict movie ratings and recommend movies
Vector-Space-model
Implementation of vector space model for retrieving song lyrics from database using TF-IDF scoring mechanism
attention-is-all-you-need-pytorch
A PyTorch implementation of the Transformer model in "Attention is All You Need".
Candidate-Elimination-Implementation
Candidate elimination algorithm implementation to generate specific and general boundaries given the dataset.
char-cnn-text-classification-pytorch
Character-level Convolutional Neural Networks for text classification in PyTorch
decaNLP
The Natural Language Decathlon: A Multitask Challenge for NLP
DeepLearningExamples
Deep Learning Examples
Kaggle-contests
Repository created for implementing code to compete in Kaggle competitions
ML-Projects
A repo created for the sole purpose of implementing ML algorithms in python and understand its application in real world scenarios.
MRQA-Shared-Task-2019
Resources for the MRQA 2019 Shared Task
mt-dnn
Multi-Task Deep Neural Networks for Natural Language Understanding
practical-torchtext
A set of tutorials for torchtext
Practical_NLP_in_PyTorch
A repository containing tutorials for practical NLP using PyTorch
Predict-The-Happiness
A binary classification problem based on costumer reviews
pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
spinningup
An educational resource to help anyone learn deep reinforcement learning.
Type-systems-checking--Parser
Parser for C language