dmbernaal

Daedalus

Deep Learning Research

NLP

Contains SOTA Models & Architectures, along with pre-processing pipelines for various NLP topics.

bnet-resnest-xresnet-mininets

Batch Normalization with Enhanced Linear Transformations. Experimenting with resnet variants such as: ResNeSt, XResNet.

clairvoyance

Clairvoyance Training: Data Augmentation for Tabular Data; Semi-Supervised Learning.

deep_artificial_neurons

A more brain-like neural network architecture.

querybird

Query documents

SpectrogramAI

Fun project to see if a song will be popular or not. We convert raw .wav files into spectrograms. Then run those spectrograms into a CNN. This allows us to predict whether your song fits the profile of top songs right now.

2ez

transcribe blackboard notes from m3u8 links using whisper

Athenahealth_Apollo

Automatic Scheduling

copernicus

Deep Learning Framework - AutoDL Engine.

dmbernaal

DSI_Kickstarter

Temp.

EfficientSpeech

Efficientspeech - PyTorch

fai-p2

fastai part 2 notes and notebooks, includes my own notes

GPT-X

Let's build GPT and much more

hacking_llms

llm notebooks and notes

Hands-On-Natural-Language-Processing-with-PyTorch-1.x

Hands-On Natural Language Processing with PyTorch 1.x, published by Packt

heisenberg

huggingface

Hugging Face Book + More

miniai

fai-p2-2022, miniai, my take

Nova_Model_Z

Testing Model Z: Part of Nova Ensemble Engine

omega

Omega_Dev

Contains experimental architectures, ensembles, data pre-processing & much more related to OmegaIndex.

PigmentAI

Skin Cancer Algorithm and Experimental Design

PyTorch_Mastery

A collection of notebooks tackling different PyTorch models & Architectures

Rehoboam

From chaos to predictive order.

scarlet

Skin Cancer Classification Algorithm - MXResNet

self_attention

general self attention

Tinygrad-fastai

This is an attempt of 1. learning tinygrad and 2. learning fastai p2 2022 course so this sort of just mixes both

ViT

Vision Transformers - An Image is Worth 16x16 Words