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stock_predict_convnet

Stock Prediction using ConvNet Headline Analysis

stock_price_prediction

Getting and cleaning NYtimes news articles headline

stockdataprocessing-dev

Work with Oanda

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.

stocksight

Stock analyzer and predictor using Elasticsearch, Twitter, News headlines and Python natural language processing and sentiment analysis

stocktalk

Data collection tool for social media analytics

strategist

Python implementation of the strategies described in the book "151 trading strategies", written by Kakushadze and Serur.

strategy

Strategy source code for hft

stumpy

STUMPY is a powerful and scalable Python library that can be used for a variety of time series data mining tasks

submicrotrading

Ultra Low Latency Trading Framework (Fix Engine, OMS, FastFix, ETI, Algo Container)

submicrotrading-1

Ultra Low Latency Trading Framework (OMS, Trading+MarketData Adapters, Algo Container etc)

surpriver

Find big moving stocks before they move using machine learning and anomaly detection

systematictradingexamples

Examples of code related to book www.systematictrading.org and blog qoppac.blogspot.com

ta-lib

Python wrapper for TA-Lib (http://ta-lib.org/).

tcapy

Open source TCA (transaction cost analysis) Python library for FX spot

testing_jupyter

tf-quant-finance

High-performance TensorFlow library for quantitative finance.

thetagang

ThetaGang is an IBKR bot for collecting money

tick-trade-data-merge.xts

R Code: How to merge xts or select tick data that matches trade time stamp

tick_data_clean

cleaning tick data for CN comm futures

tickdata

Not Python, downloads ASCII tick data from HistData.com then converts the data into both CSV

tickerstore

Historical data of financial instruments from Upstox and NSE

tlcopy

unofficial mirror

tos_options_dashboard

Interactive dashboard to filter and analyse stock options contracts (Built using data from ThinkOrSwim's API and Plotly Dash components)

trade-classification-algorithms

To classify trades into buyer- and seller-initiated.

tradeasystems_connector

Layer to connect with market providers for data + trading from different algorithmic trading providers / cryptocurrencurrencies / forex / equities to local file database

trading

trading-1

Notebooks and practice for Machine Learning in Finance and Trading

trading-evolved

trading-with-python

development of quantitative trading strategies. Uses IB