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stat479

Stats 479 Project

stat479-deep-learning-ss19

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

stat479-machine-learning-fs18

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

streamlit

Streamlit — The fastest way to build data apps in Python

studybook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Python ReinforcementLearning)

style-transfer-with-neural-algorithm

Implementation of style transfer by tensorflow, for detail please see the paper "Image Style Transfer Using Convolutional Neural Networks"(CVPR2016)

styleclip

stylegan2

StyleGAN2 - Official TensorFlow Implementation

summary-of-deep-learning-papers

Collecting some interesting papers about computer vision

super-gradients

Easily train or fine-tune SOTA computer vision models with one open source training library

supervision

We write your reusable computer vision tools. 💜

surya

Accurate line-level text detection and recognition (OCR) in any language

svoice

We provide a PyTorch implementation of the paper Voice Separation with an Unknown Number of Multiple Speakers In which, we present a new method for separating a mixed audio sequence, in which multiple voices speak simultaneously. The new method employs gated neural networks that are trained to separate the voices at multiple processing steps, while maintaining the speaker in each output channel fixed. A different model is trained for every number of possible speakers, and the model with the largest number of speakers is employed to select the actual number of speakers in a given sample. Our method greatly outperforms the current state of the art, which, as we show, is not competitive for more than two speakers.

synapseml

Simple and Distributed Machine Learning

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system-design-resources

These are the best resources for System Design on the Internet

talos

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

tctrack

TCTrack: Temporal Contexts for Aerial Tracking (CVPR2022)

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tensorflow-tutorial

Tensorflow tutorial from basic to hard

tensorflow-tutorials

TensorFlow Tutorials with YouTube Videos

tensorflowjs

Demos created using TensorFlow.JS

tensorrt

PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

tesseract

Tesseract Open Source OCR Engine (main repository)

testing-ml

🔍 Minimal examples of machine learning tests for implementation, behaviour, and performance.

text-analytics-with-python

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

text-to-image

Text to image synthesis using thought vectors

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"