r0mer0m Goto Github PK

ai-platform

Open source platform for machine learning tasks

albumentations

fast image augmentation library and easy to use wrapper around other libraries

anomaly-detection-isolation-forest

A python implementation of isolation forest for anomaly detection in tabular data.

awesome-deep-rl

Deep Reinforcement Learning study materials

clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

course-nlp

NLP course

deepvision

A non-technical user-friendly solution to create & collaborate in developing Computer Vision products and data-sets.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dl-medical-images

Code for the paper Deep Learning with Medical Images: Best Practices for Small Data

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fastai

The fastai deep learning library, plus lessons and tutorials

gns

learning_audio_modeling

Learning audio modelling using Python & PyTorch: Audio Classification

msan501

Course notes for MSAN501, computational boot camp, at the University of San Francisco

msds689

Course syllabus, notes, projects for USF's MSDS689

r0mer0m.github.io

Personal website.

review-classification-with-hierechical-attention

Movie review classification using Natural Language Processing with Deep Learning.

seq2seq_attention

from ananthsankar/seq2seq_attention.git

shinydashboard

A Shiny Dashboard to interactively perform univariate and multivariate EDA on the Officer_Traffic_Stops.csv dataset.

text-tagging

A experimental extension of ULMFiT for text tagging.

tf2_course

Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course

toolkengpt

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings - NeurIPS 2023 (oral)

traveltime

Using Google Maps API to compute car travel times between geographical locations.