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followers: 11.0 following: 12.0 repos: 55.0 gists: 2.0

Name: msank

Type: User

Bio: Interested in Machine Learning, Deep Learning, Natural Language Understanding

Blog: https://msank00.github.io/

⭐️ "...what we want is a machine, that can learn from experiance..."⭐️
~ Alan Turing, 1947

👋 Hi there

🚀 I am a self-motivated individual with keen interest in Statistical Analysis,Machine Learning, Deep Learning and Natural Language Processing. Recently picked up interests in Computer Vision as well.

🎯 I am generally interested in modelling and building AI powered systems that allow humans to extract information from structured and unstructured data. For this purpose, I use tools from statistics, machine learning, deep learning, natural language processing and computer vision.

🔭 I’m currently working on Caption Generation
👨‍💻 All of my projects are available at github
⚡ All my paper notes are available at notion.so/papernotes
📝 I ocassionally write articles on differnt ML, DL, NLP topics here github/blog or notion.so/scribe
💬 Ask me about machine learning, deep learning

msank's Projects

api_in_python

Expose python machine learning project as REST API

api_in_r

expose R machine learning project as REST API

api_seq2seq

REST API for training and prediction of seq2seq model

attention-is-all-you-need-pytorch

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

autograd

bayesiannetworklearning

Bayesian Network Learning in R

bert_spam_classification

Text classification using BERT model fine tuning

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

coding_interview

practice for coding interview

course-v3

The 3rd edition of course.fast.ai

cowin-vaccination-slot-availability

Script to check the available slots for Covid-19 Vaccination Centers from CoWIN API in India

cs329s-ml-deployment-tutorial

Code and files to go along with CS329s machine learning model deployment tutorial.

d2l-pytorch

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

dabl

Data Analysis Baseline Library

dashvisualization

data-science-from-scratch

code for Data Science From Scratch book

data_wrangling

data eda code snippet

datascience_bestpractices

Best Practices for improving data science journey

deeplearning_4m_scratch

Build SOTA deep learning library from scratch

emoji-cheat-sheet

A markdown version emoji cheat sheet

fastai_ml

fastai ml on google colab

featscan

Feature analysis using statistical tests

fullstackdl

Full Stack Deep Learning - Spring 2021 https://fullstackdeeplearning.com/spring2021/#week-1-fundamentals

gantutorial

Learn GAN

gitignore

A collection of useful .gitignore templates

image_caption_gen

This repo aims to implement Image Caption Generation using Deep Learning. It's implemented using CNN-RNN architecture.

joelnet

live coding deep learning library

kaggle-birdclef2021-2nd-place

great example code of how to create python experiment, run and maintain using .py config file

kaggle_202101_quora_duplicate_questions

Kaggle competition

minitransformer

Create pytorch transformer from scratch

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