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stat479-machine-learning-fs18

Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

streamlit

Streamlit — The fastest way to build custom ML tools

stylegan2-colab

StyleGAN2 - Colab Notebook containing code for training + visualization + projection

swirl_courses

:mortar_board: A collection of interactive courses for the swirl R package.

ten-rules-jupyter

Ten Simple Rules for Writing and Sharing Computational Analyses in Jupyter Notebooks

tensorflow-cookbook

Simple Tensorflow Cookbook for easy-to-use

tensorflow-livelessons

"Deep Learning with TensorFlow" LiveLessons

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

textbox

TextBox is an open-source library for building text generation system.

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

tokenizers

💥Fast State-of-the-Art Tokenizers optimized for Research and Production

toolbox

Curated list of libraries for a faster machine learning workflow

traingenerator

🧙 A web app to generate template code for machine learning

trankit

Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

transformers-tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

transformers_nlp

The repository will contain a list of projects which we will work on while reading the books of Natural Language Processing & Transformers.

udacimak

Udacity Nanodegree and Course Downloader

unsupervisedmt

Phrase-Based & Neural Unsupervised Machine Translation

vadersentiment

VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains.

valx

a Python tool to extract and structure numeric lab test comparison statements from text

virgilio

Your new Mentor for Data Science E-Learning.

wav2lip

This repository contains the codes of "A Lip Sync Expert Is All You Need for Speech to Lip Generation In the Wild", published at ACM Multimedia 2020.

xbnet

Boosted neural network for tabular data

yt-channels-ds-ai-ml-cs

A comprehensive list of 180+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.