pushpendrapratap Goto Github PK

advanced-data-structures

Implementation of different Tree data structures like RB tree, Binary Search Tree(BST), B-tree and some other conventional DS like stack,Disjoint sets along with some stable sort algorithms from scratch.

bitcoin

Bitcoin Core integration/staging tree

bookmark-manager

build-a-language-model-and-part-of-speech-pos-tagger

In this, I have created, trained and evaluated the language model using Brown corpus and implemented POS tagger using Viterbi algorithm.

displacy-ent

:boom: displaCy-ent.js: An open-source named entity visualiser for the modern web

django-search

Search using Elastic and at normal model based on attributes

generative-ai-for-beginners

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

multilingual-dependency-parser-for-english-spanish-and-dutch-language-

In this, I have implemented a form of Joakim Nivre’s “arc-eager transition-based dependency parser”.

operating-systems

Implementation of all the standard CPU scheduling and memory management algorithm from scratch .

p2p-lending

A decentralized, smart contract based chit fund platform on the Ethereum Blockchain

pysyft

A library for encrypted, privacy preserving deep learning

pythia

Supervised learning for novelty detection in text

question-answering-system-

It uses extensive NLP and ML techniques at its backend for answering descriptive type queries ( currently, the model has been trained only for Data science and Machine Learning Domain ).

read-aloud

An awesome browser extension that reads aloud webpage content with one click

smartcab-using-reinforcement-learning

In this, the self-driving agent uses RL techniques in a simplified world (created using Pygame) to effectively reaching its destinations in the allotted time. It uses Q-Learning algorithm to find the best configuration of learning and exploration factors to ensure that it is reaching its destinations with consistently positive results without causing any traffic violations (like traffic light and oncoming traffic at each intersection).

word-sense-disambiguation-wsd-system

In this, I have created, trained and evaluated a WSD system using the SENSEVAL corpus based on the vector space model (VSM).