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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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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.

stock_market_reinforcement_learning

This project provides a stock market environment using OpenGym with Deep Q-learning and Policy Gradient.

streamalert

StreamAlert is a serverless, realtime data analysis framework which empowers you to ingest, analyze, and alert on data from any environment, using datasources and alerting logic you define. Also, we are hiring!!!!!!!!

streetview_cnn

SVHN detection & classification using VGG-16 convolutional neural network in keras

study

summerschool2017

Material for the Montréal Deep Learning Summer School 2017

svhn-deep-digit-detector

Deep-digit-detector (and recognizer) in natural scene. A digit detection framework was implemented using keras with tensorflow backend.

svhn-multi-digit

taganomaly

Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)

tdl

Course "Theories of Deep Learning"

tensorflow-gpu-install-ubuntu-16.04

Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning

tensorflow-svhn

A tensorflow model trained using the svhn dataset to detect digit sequences in the real world.

tensorflow-workshop

Slides and code from our TensorFlow workshop.

text_mining_resources

Resources for learning about Text Mining and Natural Language Processing

tf-tutorial

Short tutorial for TensorFlow, designed to be presented in-person

tfx

TFX is an end-to-end platform for deploying production ML pipelines

the-art-of-programming-by-july

本项目曾冲到全球第一，干货集锦见本页面最底部，另完整精致的纸质版《编程之法：面试和算法心得》已在京东/当当上销售

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

thesemicolon

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

time-series-medicine

Code and documentation for seizure prediction from EEG data

transformers

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

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

uda

TensorFlow code for Unsupervised Data Augmentation (UDA)

udacity-ai-for-robotics

udacity-data-engineering-projects

Projects submitted as part of working through udacity's data engineering nanodegree.

udacity-dsnd

Udacity Data Science Nanodegree Program

udacity-fsnd

Udacity Full Stack Developer Nanodegree program (FSND) course materials

udacity-machine-learning-engineer

Udacity Nanodegree Machine Learning Engineer assignments & note-taking.

udacity-machine-learning-nanodegree

All projects and lecture notes of the Udacity Machine Learning Engineer Nanodegree.

uw-course-notes

some lecture notes from the University of Waterloo.