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Ashwin V's Projects

card icon card

Official PyTorch implementation for the paper "CARD: Classification and Regression Diffusion Models"

chess-game-ai icon chess-game-ai

Used the Monte Carlo Tree Search (MCTS) algorithm to simulate a game of chess that progresses by calculating the best move every single time. This model could serve as a system of reference to learn potentially best moves in different scenarios which arise in a game of chess. The webapp of the chess game is deployed using Streamlit.

conda101 icon conda101

This "Conda Tutorial" is part of the quest to navigate your "Software Engineer Career" into "Senior Developer" and "Lead Developer" Roles. Join Rachit Jain in his journey as he learns and shares his knowledge from a University Student to a Senior Software Engineer.

credit-card-kafka icon credit-card-kafka

Utilized SparkML and Scikit-Learn train several machine learning models for distinguishing fraudulent and legitimate transactions. The machine learning models are then utilized to make predictions on Kafka-generated real-time data streams. Built an interface for displaying these predictions in real-time using the Streamlit framework.

data-structures-algorithms-python icon data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

fashion-mnist icon fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

imagefiltering.jl icon imagefiltering.jl

Julia implementations of multidimensional array convolution and nonlinear stencil operations

julia icon julia

The Julia Programming Language

libmtl icon libmtl

A PyTorch Library for Multi-Task Learning

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