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Sohom Ghosh's Projects

natural-language-processing icon natural-language-processing

These are my works on Natural Language Processing. These works has been published by reputed journals & conferences.

netrex icon netrex

Neural network recommendation models in PyTorch

notes icon notes

This repository contains important notes/ tricks etc.

phd-thesis-template icon phd-thesis-template

A LaTeX / XeLaTeX / LuaLaTeX PhD thesis template for Cambridge University Engineering Department (CUED)

polarization icon polarization

If you are a computer scientist or a physicists aspiring to become a quantum computing scientist, this list is for you. The topics include: Quantum mechanics Quantum information processing Quantum computing Quantum information theory

python_machine-learning_codes icon python_machine-learning_codes

It contains various ways to deal with data using Pandas and PySpark dataframes. It further includes implementation of several ML Algorithms using Python.

pytorchnlpbook icon pytorchnlpbook

Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info

reinforcement-learning icon reinforcement-learning

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

sense2vec icon sense2vec

💥 Use spaCy to go beyond vanilla word2vec

skip-thoughts icon skip-thoughts

Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"

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