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Implementation of algorithms such as normal equations, gradient descent, stochastic gradient descent, lasso regularization and ridge regularization from scratch and done linear as well as polynomial regression analysis. Implementation of several classification algorithms from scratch i.e. not used any standard libraries like sklearn or tensorflow.
Implementatiom of a set-like structure in Solidity (using hardhat to help out) that only allows a certain amount of "elements" in the set. Once you've created the Solidity contract, we want you to test it in TypeScript, not in Solidity.