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Ashish Kumar Sinha's Projects

apriori icon apriori

Apriori algorithm for frequent itemset mining and association rule learning.

bikesharing icon bikesharing

Implementing stateful GRU on bike sharing demand challenge on kaggle

eigen_update icon eigen_update

An eigenspace update algorithm for image feature extraction and recognition

ir icon ir

Contains Assignments for Information Retrieval Course

maze_runner icon maze_runner

python implementation of SARSA learning algorithm to solve a maze

misc icon misc

implementing deep learning and ml algorithms

phpmysqlexample icon phpmysqlexample

This Repository contains sample for making webapp using HTML,JQuery,JSON,PHP & Mysql store procs

pytorch-gat icon pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

rag_api icon rag_api

Retrieval Augmented Generation API using Open LLMs and FastAPI

recommender icon recommender

Exploration and Implementation of recommendation methodologies.

stats-notes-iit-isi icon stats-notes-iit-isi

Important Formulae and Notes on Statistics from Courses in IITK, ISID and RKM Narendrapur

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