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algo_trading

This is a test bed for creating trading algorithms. Soon to go live.

classify_customd

An implementation of single and multi-label image classification with a custom dataset using transfer learning. This code was written such that it can be used by anyone; even those with an extremely limited knowledge of machine learning / deep learning.

coinrun-game-ai-assignment

k-means_purepython

This repository houses a set of pure python implementations of k-means. The basic algorithm, minibatch, and some initializatoin/regularization variants are included. Also, a few datasets are included for testing.

keras_test

kucoin_trading_tools

Scripts for submitting many different kinds of orders to the kucoin futures platform. Optimized for quick order submission and easy risk management.

matlab_mltutorials

This repository holds tutorials on fundamental machine learning techniques such as dimensionality reduction and neural networks, implemented in matlab.

pymdptoolbox

Markov Decision Process (MDP) Toolbox for Python

python_mltutorials

This repository holds tutorials on fundamental machine learning techniques such as dimensionality reduction and neural networks, implemented in python.

randomizedsearch

Implementation of 3 randomized search algorithms: Randomized Hillcliming, Simulated Annealing, and Genetic Algorithms

stam_exp1

unsupervisedlearning

Experiments on a few data sets aimed at exploring the properties of Gaussian Mixture Models, K-Means, and Principal Component Analysis