Julian Mack's repositories
Data_Assimilation
MSc Research project (6 months). Data Assimilation using Deep Learning (AEs). Imperial College Machine Learning MSc 2018-19
knowledge-distill
Knowledge-distillation of CamemBERT
nn_fn_approx
NNs are 'universal approximators' in textbooks. This is a simple experiment to see this in practice
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-text-summarization
A curated list of resources dedicated to text summarization
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
deepspeech.pytorch
Speech Recognition using DeepSpeech2.
Nand2Tetris
Coursera project- create an emulated computer and operating system. Start from just NAND gates and build all subsequent layers of the hardware/software stack in a modern computer.
public_heath_analysis
Public health data analysis - 3 day DS project. Technical test for a (successful) job application.
TensorRT-LLM
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
HateXplain
Can we use explanations to improve hate speech models? Paper accepted at AAAI 2021.
ml-challenge
The Novoic ML challenge
tdd-u4-capstone
Test Driven Development course - Codecademy
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
twitterscraper
Scrape Twitter for Tweets