Pinned Repositories
bnet-resnest-xresnet-mininets
Batch Normalization with Enhanced Linear Transformations. Experimenting with resnet variants such as: ResNeSt, XResNet.
Crypto_Nova
Applying Nova Deep Architecture to crypto trading, part A of ensemble
Daedalus
Deep Learning Research
deep_artificial_neurons
A more brain-like neural network architecture.
NLP
Contains SOTA Models & Architectures, along with pre-processing pipelines for various NLP topics.
Nova
Replicating the intuition of a seasoned trader with chart data & state of the art Deep Learning Models.
querybird
Query documents
SommelierAI
Collaborative Filter - Let's recommend the best wines based on your taste!
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.
Stella
Deep Learning Meets Trading
dmbernaal's Repositories
dmbernaal/Daedalus
Deep Learning Research
dmbernaal/NLP
Contains SOTA Models & Architectures, along with pre-processing pipelines for various NLP topics.
dmbernaal/bnet-resnest-xresnet-mininets
Batch Normalization with Enhanced Linear Transformations. Experimenting with resnet variants such as: ResNeSt, XResNet.
dmbernaal/clairvoyance
Clairvoyance Training: Data Augmentation for Tabular Data; Semi-Supervised Learning.
dmbernaal/deep_artificial_neurons
A more brain-like neural network architecture.
dmbernaal/querybird
Query documents
dmbernaal/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.
dmbernaal/2ez
transcribe blackboard notes from m3u8 links using whisper
dmbernaal/Athenahealth_Apollo
Automatic Scheduling
dmbernaal/copernicus
Deep Learning Framework - AutoDL Engine.
dmbernaal/dmbernaal
dmbernaal/DSI_Kickstarter
Temp.
dmbernaal/EfficientSpeech
Efficientspeech - PyTorch
dmbernaal/fai-p2
fastai part 2 notes and notebooks, includes my own notes
dmbernaal/GPT-X
Let's build GPT and much more
dmbernaal/hacking_llms
llm notebooks and notes
dmbernaal/Hands-On-Natural-Language-Processing-with-PyTorch-1.x
Hands-On Natural Language Processing with PyTorch 1.x, published by Packt
dmbernaal/heisenberg
dmbernaal/huggingface
Hugging Face Book + More
dmbernaal/miniai
fai-p2-2022, miniai, my take
dmbernaal/Nova_Model_Z
Testing Model Z: Part of Nova Ensemble Engine
dmbernaal/omega
dmbernaal/Omega_Dev
Contains experimental architectures, ensembles, data pre-processing & much more related to OmegaIndex.
dmbernaal/PigmentAI
Skin Cancer Algorithm and Experimental Design
dmbernaal/PyTorch_Mastery
A collection of notebooks tackling different PyTorch models & Architectures
dmbernaal/Rehoboam
From chaos to predictive order.
dmbernaal/scarlet
Skin Cancer Classification Algorithm - MXResNet
dmbernaal/self_attention
general self attention
dmbernaal/Tinygrad-fastai
This is an attempt of 1. learning tinygrad and 2. learning fastai p2 2022 course so this sort of just mixes both
dmbernaal/ViT
Vision Transformers - An Image is Worth 16x16 Words