Tim Wu's repositories
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.
Backtester
A backtester written in python with NumPy and Pandas, showcasing Dollar-Cost-Averaging (DCA) and DCA with portfolio rebalancing.
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.
Neural-Networks-and-Optimizers-from-scratch
Neural Networks and optimizers from scratch in NumPy, featuring newer optimizers such as DemonAdam or QHAdam.
AlphaZero-Connect4
An asynchronous implementation of AlphaZero, a self-play reinforcement learning algorithm.
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"
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
Secret_Santa_Generator
A Festive Constraint Satisfaction Problem
telegram_transcription_bot
A telegram bot that transcribes audio files.
tempus-protocol
Smart contracts of Tempus Finance