Arkil Patel's repositories
Compositional-Generalization-Seq2Seq
ACL 2022: Revisiting the Compositional Generalization Abilities of Neural Sequence Models
Noise-Removal-using-an-Adaptive-Linear-Network
Removing noise from a sound wave (Audio or randomly generated) using only an ADALINE Network.
Raw-ML-Classifiers
Implementations of six Machine Learning Classifiers using only standard Python libraries such as NumPy and Pandas.
Machine-Learning-in-Repeated-Games
Applying reinforcement learning to learn the past outcomes of a repeated game between two players to determine the best response strategy.
Object-Localization---Flipkart-Dataset
Draw bounding boxes around the objects.
Binary-Classification-using-ADALINE
Given a figure constrained in a grid of 4x4 points, classify whether the figure is a 'T' or a 'J' using only an Adaptive Linear Network.
Tic-Tac-Toe-Bot
Built a simulation of the Tic-Tac-Toe game in C++ as a human vs computer game to demonstrate that by changing one rule of the game, the computer player (bot) always has the winning strategy.
Transformer-Computation-Analysis
CoNLL 2020: On the Computational Power of Transformers and its Implications in Sequence Modeling
Adder-McCulloch-Pitts-Model
GUI tool developed using python's Tkinter library to demonstrate the working of a McCulloch-Pitts Model of a Neural Network for adding two numbers.
Database-Systems-Labs
Lab questions and solutions of Database Systems Sem2 2017-18
Football-Game
Developed a Human vs Computer GUI football game (5v5) in Turbo-C++ during my early days of learning coding.
Machine-Learning-Sem2-2018-19
Codes of Machine Learning course during Sem2 2018-19
Data-Mining-Sem1-2018-19
My assignment codes and tutorial codes of Data Mining during semester 1 2018-19
Grounded-Compositional-Generalization
EMNLP 2022 | When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks
arkilpatel
Config files for my GitHub profile.
arkilpatel.github.io
https://arkilpatel.github.io/
Door-Security-Control-System
Project work for Microprocessor and Interfacing Course. Design of a Keypad based Door Security Control System including the assembly langauge code for simulation in proteus environment..