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 If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year).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

statsmodels

Statsmodels: statistical modeling and econometrics in Python

stdn

Code for our Spatiotemporal Dynamic Network

steel-industry

List of macroscopic indicator for steel-industry : both U.S. and Global

stereo-correspondence

stickyboard

Fully customizable Web Admin/Dashboard starter kit based on React

stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

stock_price_trend_fft

Stock price trend analysis using Fourier transform

stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

storybook

📓 UI component dev & test: React, Vue, Angular, React Native, Ember, Web Components & more!

storybook-dark-mode

A storybook addon that lets your users toggle between dark and light mode.

struct-attn

Code for Structured Attention Networks https://arxiv.org/abs/1702.00887

studious-robot

General criteria to recommend lobbyFirm and lawFirms

styled-components

Visual primitives for the component age. Use the best bits of ES6 and CSS to style your apps without stress 💅

stylegan

StyleGAN - Official TensorFlow Implementation

subjenv

subjective environment recon

summ

text(doc) summarization

summit

🏔️ Summit: Scaling Deep Learning Interpretability by Visualizing Activation and Attribution Summarizations

superkeras

:rocket: A bunch of Keras utilities and paper implementations written under TensorFlow backend

suppchain

svelte

Cybernetically enhanced web apps

svg-to-jsx

Simple module that consumes SVG and spits out JSX. As simple as that.

svg2tikz

Convert SVG figures to TiKZ

svg2tikz-1

An Inkscape extension for exporting SVG paths as TikZ/PGF paths

swiftlatex

SwiftLaTeX, a WYSIWYG Browser-based LaTeX Editor

syft-websocket

[syft] server-up and registration of remote-worker(s) to perform computation on the server

syft-websocket-client

https://colab.research.google.com/drive/1Je1rk7olA9uTWWaqvvt4_gXf7yX1rTBm

syft-websocket-server

https://colab.research.google.com/drive/1-Jb_E_nDuBGHIJ_psI95k-ukh-P_aly-#scrollTo=k2Ag0M-vWJtS

sympy

A computer algebra system written in pure Python