Prayush Rathore's repositories
Adversarial-NLI
Implemented the InfoBERT model based on the state-of-the-art paper "InfoBERT: Improving Robustness of Language Models from an Information Theoretic Perspective."
Attack-of-Fritoh
A Python based 2D game built using the OOPS Concepts. A fun to play, python based mini version of Clash of clans with spells, barbarians, king and cannons.
ChatBot-Kowalski
Kowalski knows everything about Tennis and Kowalski is never wrong. Kowalski uses a Deep Neural Network Framework to train intent based dataset. It uses One-Hot Encoding and CBOW concepts to further improve the results.
Deep-Learning-Projects
Config files for my GitHub profile.
Neural-Language-Model-using-LSTMs
Creating a Neural Language Model using LSTMs and calculating perplexity score of the model.
Seq2Seq-Model-for-Machine-Translation
Seq2Seq Model for Machine Translation, there are two versions of the same model, the second model uses transfer learning to get weights from the RNN.
Word-Embedding-Algorithms
NLP Project 2 - Using ount Vector, TF-IDF Vector, Co-occurrence Matrix for Frequency based embeddings and made Word2Vec model using Continuous Bag of Words (CBOW) and Skip-Gram (SG) for Prediction based Embeddings
Enhancing-xv6
Enhancing the xv6 kernel by adding strace, sigalert, sigreturn syscalls and implementing various scheduling algorithms like PBS, FCFS, MLFQ and LBS
Hacktoberfest-22
Repository for Hacktoberfest'22
IIIT-Courses-Resources
Resources related to IIITH courses which we used or learned about too late.
Kneyser-Ney-and-Witten-Bell-Language-Models
Kneyser Ney and Witten Bell Language Models
mplfinance
Financial Markets Data Visualization using Matplotlib
mplsoccer-assets
Repo for extra files used in mplsoccer docs.
Organisational-Task-Manager
Website with functionality to allocate and divide tasks among members based on their position in the organization’s hierarchy, allowing efficient task management and progress tracking for managers.
pod-22.P3.1-portfolio
Portfolio for Pod 22.P3.1
PrayushPai
Config files for my GitHub profile.
Projects
:page_with_curl: A list of practical projects that anyone can solve in any programming language.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
Summer2022-Internships
Collection of Summer 2022 tech internships!
summer21-CSO
Notes and resources for the Computer Systems Organisation course at IIIT Hyderabad.
TiddlyDesktop
A custom desktop browser for TiddlyWiki 5 and TiddlyWiki Classic, based on nw.js
trax
Trax — Deep Learning with Clear Code and Speed