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followers: 4.0 following: 17.0 repos: 367.0 gists: 1.0

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hdocmsu's Projects

echo

Python package containing all custom and SOTA mathematical backend algorithms used in Machine Learning.

essays-on-data-science

In which I put together my thoughts on the practice of data science.

evidential-deep-learning

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

examples

Example deep learning projects that use wandb's features.

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

extreme_mri

Code for Extreme MRI

fast_template

A template for really easy blogging with GitHub Pages

fastai-visual-guide

Notebooks for Fastai Viusal Guide

fastai2

Temporary home for fastai v2 while it's being developed

fastbook

Draft of the fastai book

fastcore

Python supercharged for the fastai library

fastdoc

Create publication-quality books from Jupyter notebooks

fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

fastxtend

fastxtend (fastai extended) is a collection of tools, extensions, and addons for fastai

follow_up_bias

Biased sample size estimates in a-priori power analysis due to the choice of the effect size index and follow-up bias

fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

free_r_tips

Free R-Tips is a FREE Newsletter provided by Business Science. It comes with bite-sized code tutorials every Tuesday.

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

fsdl-text-recognizer-2021-labs

Complete deep learning project developed in Full Stack Deep Learning, Spring 2021

ganimation

GANimation: Anatomically-aware Facial Animation from a Single Image (ECCV'18 Oral) [PyTorch]

gen-efficientnet-pytorch

Pretrained EfficientNet, MixNet, MobileNetV3, MNASNet A1 and B1, FBNet, Single-Path NAS

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

gnn_for_ehr

Code for "Graph Neural Network on Electronic Health Records for Predicting Alzheimer’s Disease"

google-research

Google AI Research

gp_regression

A Primer on Gaussian Processes for Regression Analysis (PyData NYC 2019)

gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

gradcam_plus_plus-pytorch

A Simple pytorch implementation of GradCAM and GradCAM++

gropt

A toolbox for MRI gradient design

handcalcs

Python library for converting Python calculations into rendered latex.

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