tonylv,lfnian,github

statsmodels

Statsmodels: statistical modeling and econometrics in Python

stellargraph

StellarGraph - Machine Learning on Graphs

stock-analysis

Simple to use interfaces for basic technical analysis of stocks.

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.

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.

stocksharp

Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, bitcoins and options).

strategies

quantitative trading with Javascript, Python, C++, Blockly, MyLanguage(麦语言)

streamlit

Streamlit — The fastest way to build custom ML tools

streamsheets

An open-source tool for processing stream data using a spreadsheet-like interface.

synapse

Synapse: Matrix reference homeserver

system-design-primer

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

takin

Takin is an Java-based, open-source system designed to measure online environmental performance test for full-links, Especially for microservices. Through ArchKeeper, middlewares and applications can identify real online traffic and test traffic, ensure that they enter the right databases.

techan.js

A visual, technical analysis and charting (Candlestick, OHLC, indicators) library built on D3.

technology_books

Premium eBook free for Geeks

tensorflow-recorder

TFRecorder makes it easy to create TensorFlow records from DataFrames and CSVs

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

thesis

Functional Data Analysis Lab

thulac-python

An Efficient Lexical Analyzer for Chinese

time-series-papers

List of awesome papers about time series, mainly including algorithms based on machine learning | 收录时间序列分析中各个研究领域的高水平文章，主要包含基于机器学习的算法

time-series-prediction

A collection of time series prediction methods: rnn, seq2seq, cnn, wavenet, transformer, unet, n-beats, gan, kalman-filter

timescaledb

An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.

timeseries-clustering-vae

Variational Recurrent Autoencoder for timeseries clustering in pytorch

tinkerpop

Apache TinkerPop - a graph computing framework

tinper-bee

🐝 一套基于 react.js 和 iuap design 设计语言实现的前端组件库 http://bee.tinper.org

toolbox

Curated list of libraries for a faster machine learning workflow

toutiao-text-classfication-dataset

今日头条中文新闻（文本）分类数据集

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

traefik

The Cloud Native Edge Router

transformers

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

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