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aditya_agre_portfolio

Portfolio.

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

basic-neural-networks-in-matlab

I completed an introductory course in Neural Networks and Fuzzy Logic. I used Matlab during this semester.

btech-project-compiler-visualisation

Ongoing

colossalai

Making large AI models cheaper, faster and more accessible

competitive-programming-leetcoode-codechef

Maintaining records of my solutions to problems I found most challenging.

computer-networks

Implementation of Network Protocols

data-structures-and-algorithms.

I use this repository to keep records of algorithms or problems or any concepts that I found interesting. We have lots of data structure implementations, searching, sorting algorithms, etc. Programs on Recursion, Mathematical_algos., Greedy_approach, Divide_n_conquer, Dynamic_programming, Object Oriented Programming, etc.

drone-delivery-routing-algorithm

Given a fleet of drones, a list of customer orders, and availability of the individual products in warehouses, schedule the drone operations so that the orders are completed as soon as possible.

extracting-email-ids-accurately-from-erroneous-voice-call-transcripts-

graphics

Coursework. Clipping of images using cpp, basic animations in blender, etc.

hack_matrix_underdogs

A platform for efficient college community management, volunteering Recruitment, and Meaningful Connections.

hypergraph-coloring

Developing an optimized hypergraph coloring algorithm.

impact-of-data-mining-on-ott-platforms.

I wrote this paper back in my freshman year along with my teammates @mahir2237 and @pranjali1312. We analysed the role of data mining in the rise of OTT platforms. It is a short but extremely informative read.

instagram_fake_account_prediction

A web application that predicts if an Instagram account is fraudulent using machine learning techniques. ML algorithms used: KNN, Distance Weighted KNN, Logistic Regression, SVM, Random Forest.

leethub_fork

Automatically sync your leetcode solutions to your github account - top 5 trending GitHub repository

machine-learning

Coursework.

machine-learning-and-deep-learning

Coursework from Machine learning, Deep Learning Honors, Statistical Analysis Using R, Data Mining and Warehousing, Basic neural Networks in Matlab.

microprocessor-architecture

Assembly language programs.

mini-gpt-attention-is-all-you-need

Developing a text generating transformer based on the transformer architecture in the paper "Attention is all you need" by Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin. Also taking reference from Andrej Karpathy's repository.

mnist_gan

GAN Implementation

natnet-google-solution-challenge-2023

Nat-Net aims at providing a platform where users can learn about environmental and social projects such as cleanliness drives, tree plantation initiatives, awareness campaigns, water conservation projects, etc. in time and participate in them. Users are also welcome to add their own events and attract volunteers. [ Flutter + Firebase ]

number-theory-research

Working on my very first Number Theory Theorem. Please read the research paper too. These programs have been used by me to create practical proofs for my conjecture. Please read the readme file for further details.

object-oriented-programming-in-c-

Implementation of OOP concepts in C++

rag-from-scratch

A complete in detail understanding of RAG.

resale-vehicle-warehouse-management-system

The Vehicle Warehouse Management System is a software solution aimed at automating and streamlining the warehouse management processes for second-hand vehicle resellers. [Java + MySQL]

skill-development-lab

Basic assignments in CSS, HTML, JAVASCRIPT, PHP, etc.

statistical-ananlysis-using-r

Coursework. Includes graphical analysis, data pre-proceessing, sampling, regression, etc.

vehicleroutingproblem

Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools