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alphazero-connect4

An asynchronous implementation of AlphaZero, a self-play reinforcement learning algorithm.

backtester

A backtester written in python with NumPy and Pandas, showcasing Dollar-Cost-Averaging (DCA) and DCA with portfolio rebalancing.

cs50---introduction-to-artificial-intelligence

Code completed as part of the course CS50's Introduction to Artificial Intelligence with Python by HarvardX on edx.

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deep-learning-specialization-coursera-

Code completed as part of the course Deep Learning Specialization by deeplearning.ai on Coursera.

expansionnet_v2

Implementation code of the work "ExpansionNet v2: Block Static Expansion in fast end to end training for Image Captioning"

hkex-announcement-classifier

A project on data exploration, analysis and using a neural network to classify disclosure announcements submitted by listed companies on the Hong Kong Stock Exchange (HKEx). Neural network architectures used in testing included bidirectional RNN and transformer, the latter of which outperforms the former, with far less computational demand.

john

John the Ripper jumbo - advanced offline password cracker, which supports hundreds of hash and cipher types, and runs on many operating systems, CPUs, GPUs, and even some FPGAs

mathematics-for-machine-learning---coursera---imperial

Programming assignments and quizzes completed as part of the course Mathematics for Machine Learning Specialization by Imperial College London on Coursera.

neural-networks-and-optimizers-from-scratch

Neural Networks and optimizers from scratch in NumPy, featuring newer optimizers such as DemonAdam or QHAdam.

secret_santa_generator

A Festive Constraint Satisfaction Problem

splade

telegram_transcription_bot

A telegram bot that transcribes audio files.

tempus-protocol

Smart contracts of Tempus Finance

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