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agglomerative_attention_scripts

awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

caribbean_disaster_risk

DrivenData Caribbean Disaster Risk competition code

covid-19_virus

deep-learning-with-pytorch

Deep Learning with PyTorch, published by Packt

dl-octo-sniffle

pytorch, keras and tensorflow experiments

efficient-deep-learning_imt

Completed course lab notebooks

efficientml_mit_2023

Completed course labs

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai_2019_pt2_dev_course

fastai_v3_experiments

fsdl-text-recognizer-2022_labs

Completed labs for FSDL 2022 course

fsdp_qlora

Training LLMs with QLoRA + FSDP

fsp

Python webapp deployment automation using Ansible

gamma_log_facies

Depositional facies categorization from Gamma Log data

genai_experimentation

gpt-engineer

Specify what you want it to build, the AI asks for clarification, and then builds it.

hack-a-gig

Submission for Western Power Hack-A-Gig competition

llm-awq

Experimentation with - AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

llm_experimentation

mathsonmars

Source code for 'Maths on Mars' a maths basics website for kids

mlops-template

MLOps template

mmbt

Supervised Multimodal Bitransformers for Classifying Images and Text

mmbt_lightning

pytorch lightning port of mmbt

my_fastai

notebooks and scripts generated the fast.ai dl1 (2017) and dl2 (2018) courses

notes

partial_discharge_detection

pdf_to_txt

pdf conversion to text using pdfxstream

pytest_starter

DevOps skeleton project

qreservoir

Desktop petrophysics application in Python