Leticia-Han's repositories
awesome-deep-learning-papers
The most cited deep learning papers
awesome-deep-vision
A curated list of deep learning resources for computer vision
awesome-ggplot2
A curated list of awesome ggplot2 tutorials, packages etc.
awesome-public-datasets
A topic-centric list of HQ open datasets.
awesome-rnn
Recurrent Neural Network - A curated list of resources dedicated to RNN
BDA_course_Aalto
Bayesian Data Analysis course at Aalto
BDA_R_demos
Bayesian Data Analysis demos for R
BigBookofR
The biggest collection of R books (and maybe later some other resources too)
CharCnn_Keras
The implementation of text classification using character level convoultion neural networks using Keras
chart-doctor
Sample files to accompany the FT's Chart Doctor column
Deep-Learning-Papers-Reading-Roadmap
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Doing-Bayesian-Data-Analysis-in-brms-and-the-tidyverse
The bookdown version lives here: https://bookdown.org/content/3686
dsbook
Repository for data science book
EDAV
edav.info/
ggplot2_themes_in_github
A generated list of repos containing themes/styles for ggplot2
happy-git-with-r
Using Git and GitHub with R, Rstudio, and R Markdown
markovify
A simple, extensible Markov chain generator.
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
orange3
🍊 :bar_chart: :bulb: Orange: Interactive data analysis https://orange.biolab.si
playground
Play with neural networks!
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
r-pkgs
Building R packages
SouthParkData
.csv files containing script information including: season, episode, character, & line.
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
Text_Classification
Text Classification Algorithms: A Survey
textgenrnn
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
tidy-text-mining
Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
us-potus-model
Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.