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ssi2018

Materials and code for the Introduction to Data Science in Python course at the 2018 UT Summer Statistics Institute

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stanford-cs-230-deep-learning

VIP cheatsheets for Stanford's CS 230 Deep Learning

stat479-deep-learning-ss19

Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison

statistical-analysis-python-tutorial

Statistical Data Analysis in Python

statistical-rethinking-with-python-and-pymc3

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

streamlit-docker

Bare bones use-case for deploying a containerized web app (built in streamlit) on AWS.

streamlit-fastapi-model-serving

Simple web app example using streamlit and FastAPI to serve a PyTorch model

streamlit-timeline

A simple Streamlit Component to display a Timeline in Streamlit apps. It integrates Knightlab's TimelineJS.

style-transfer

style transfer web app [FastAPI + streamlit + Docker]

summer-school-laufen-2014

summerschool2017_notebooks

IPython Notebooks for the 2017 model-based neuroscience summer school in Amsterdam

tekton-kickstarter

Templates, scripts and samples for quickly building CI/CD with Tekton.

text-classification-cnn-pytorch

The aim of this repository is to show a baseline model for text classification through convolutional neural networks in the PyTorch framework. The architecture implemented in this model was inspired by the one proposed in the paper: Convolutional Neural Networks for Sentence Classification.

textbooks-with-jupyter

A template repository to quickly build an online textbook using Jekyll

textclassification

Repository of state of the art text/documentation classification algorithms in Pytorch.

texthero

Text preprocessing, representation and visualization from zero to hero.

tffm

TensorFlow implementation of an arbitrary order Factorization Machine

topical-chat

A dataset containing human-human knowledge-grounded open-domain conversations.

transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

transformers-interpret-streamlit

Streamlit demo app to demonstrate the features of transformers interpret with multiple models.

trekviz

viz of trek

twitter-streaming-streamlit

twitter-toolbox

A suite of tools for collecting, pre-processing, analyzing and sentiment-scoring twitter data

twitter-user-archetypes-with-nlp

A Twitter bot that can determine a user’s interest on the fly and serve up a relevant GIF.

ucu-strike

ultimate-fastapi-tutorial

The Ultimate FastAPI Tutorial

usc_upperdivision_spring2018

code-a-thon problems/notes/solutions for the 240/350 spring 2018 code-a-thon

vaghi_luyckx_et_al_2017

Vaghi, Luyckx et al. (2017)