msank00

image_caption_gen

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

api_in_python

Expose python machine learning project as REST API

api_in_r

expose R machine learning project as REST API

miniTransformer

Create pytorch transformer from scratch

pysank

Python utility for data science work

ganTutorial

Learn GAN

pytorch_seq2seq_model_nlproc

web_api_for_computer_vision

Simple bootstarp based general web api for computer vision work

attention-is-all-you-need-pytorch

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

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.

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.

data_wrangling

data eda code snippet

featscan

Feature analysis using statistical tests

fullstackdl

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

gitignore

A collection of useful .gitignore templates

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

ml_algo_from_scratch

Write ML algo from scratch for better understanding

ml_system_design

Curate best courses, blogs, best practices here

msank00

msank00.github.io

paper-blog-book-to-read

List of papers, blogs, books to read

papersummary

pytorch-transformer

Attention is all you need implementation

SimCLR

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simple_ner_model

Simple NER model

simplepypkg

A simple structure on how to create and run python package in a modular way

web_api_nlp

Create Sentence Similarity and expose them as web api