prakhar21/Resources

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prakhar21/Resources

prakhar21

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Collection of Useful books in practice

50-Days-of-ML

A day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects

Jupyter Notebook

TextAugmentation-GPT2

Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.

Writing-with-BERT

Using BERT for doing the task of Conditional Natural Language Generation by fine-tuning pre-trained BERT on custom dataset.

Jupyter Notebook

T5-Text-to-Text-Transfer-Transformer

Demo of the T5 model for various pre-trained task.

Jupyter Notebook

Automatic-Glossary-Generation

The projects lets you extract glossary words and their definitions from a given piece of text automatically using NLP techniques

Jupyter Notebook

EmbedViz-Streamlit

Embedding Visualizer (EmbedViz) data app made with Streamlit library

Machine-Learning-in-Trading

This repo is my understanding and learnings from Machine Learning for Trading Specialization from Coursera

Text2Emoji

Text2Emoji helps you add necessary emojis to your text by analysing the emotion behind the writing.

spark-streaming

Twitter Spark Streaming using PySpark

Fill-in-the-BERT

Fill-in-the-BERT uses pre-trained BERT Masked Language Model for Infering the task of fill in the blanks.

Learning-Data-Structures-from-Scratch

Learning Data Structures from Scratch #100DaysOfDSA

TechViz-TheDataScienceGuy-VideoList

This repository contains a structured list for all the videos from the Youtube channel (TechViz-The Data Science Guy)

Text-Generation-Markov-Chains

Text Generation using 1st Order Markov Models

Jupyter Notebook

Hindi-Transliteration

Keyboard friendly Ascii Language to Hindi and Indian Romanized Transliteration - Rule Based Implementation

News-Crawler

Crawls news from news18 website and gives you option to tweet it's heading as well as reads out the news for you

IMDB---Scrapper

Scraps title and other information of the movies for different parameters

keyword-extraction

Unsupervised keyword extraction algorithms from text document.

FewClick-TrainAndHost

FewClick-TrainAndHost is a platform to auto train a text classification model and later convert it to a flask based web-app in just few clicks.

Investment-Risk-Return

Sharpe and Sortino Ratios for multiple stocks

Go

From Initial Baby steps to Pro in GO Programming

Automatic-Ticket-Booking

MEDIQA-CHAT-2023-NewAgeHealthWarriors

Foreign-Arrival-Analysis

Jupyter Notebook

Sit-and-relax

Automates some of your basic tasks

AlexaSkills

Reinforcement-Learning-Playground

This repo. has implementation of various RL algorithms

String-Matching

List of some string distance / matching algorithms

zomato_crawler

Scraps Data out of zomato for given location and sub-locations

YOLOv3-Playgroud

This yolo playground repository contains possible usecases for building a object detection system.

sudoku-solver

Email-Spammer

Education Purpose only !!

swiggy-analysis

Twitter-Kibana-ElasticSearch

Streams live tweets to elastic search and later displays and helps in vusualizing them in browser with kibana

profile