Pinned Repositories
Adv_Fin_ML_Exercises
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
Advanced-Deep-Trading
Mostly experiments based on "Advances in financial machine learning" book
ai_all_resources
A curated list of Best Artificial Intelligence Resources
Machine-Learning-ES-Emini-Futures
This projects explores Machine Learning, how I apply it to day trading ES E-mini futures contract, and Sierra Charts
TradovatePy
Python wrapper for the Tradovate API
TreasuryFutureTrading
A statistical arbitrage strategy on treasury futures using mean-reversion property and meanwhile insensitive to the yield change
texasraj's Repositories
texasraj/Advanced-Deep-Trading
Mostly experiments based on "Advances in financial machine learning" book
texasraj/algorithmic-trading-with-python
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
texasraj/Analysis-and-prediction-of-Close-price-of-the-stocks-in-the-Dow-Jones-Industrial-Index
Performed Exploratory Data Analysis to analyze the performance of the 30 stocks traded in the Dow Jones
texasraj/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
texasraj/Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
texasraj/DQN-DDPG_Stock_Trading
Using DQN/DDPG for stock trading. Xiong, Z., Liu, X.Y., Zhong, S., Yang, H. and Walid, A., 2018. Practical deep reinforcement learning approach for stock trading, NeurIPS 2018 AI in Finance Workshop.
texasraj/Forecasting-direction-of-trade-an-example-with-LSTM-neural-network
In this repository, the goal is to predict the tick direction of a stock based on its current order book and trade data. A LSTM Neural Network is used as an example of potential solution for such problem.
texasraj/futures-trading-gym
An OpenAI gym environment for futures trading
texasraj/hmm_market_behavior
Unsupervised Learning to Market Behavior Forecasting Example
texasraj/MachineLearningStocks
Using python and scikit-learn to make stock predictions
texasraj/PreprocessHistoricalPriceData
process 2003-2020 ES tick by tick data
texasraj/python-for-everybody
Interactive notebooks and files for the Python for Everybody course
texasraj/pyti
Python library of various financial technical indicators
texasraj/Quantinsti_RL
texasraj/rdp
Python/Numpy implementation of the Ramer-Douglas-Peucker algorithm
texasraj/reinforcement-learning
texasraj/research_public
Quantitative research and educational materials
texasraj/rsi-divergence-detector
A web app I'm developing that aims to assist cryptocurrency traders by detecting RSI divergence on multiple time frames across multiple trading pairs on various exchanges.
texasraj/ryFinTech2021
study the Financial Technology
texasraj/ScalpingAlgoTrader
An automated stock trading strategy.
texasraj/sigma_coding_youtube
This is a collection of all the code that can be found on my YouTube channel Sigma Coding.
texasraj/SP1500stockPicker
A machine learning approach to investment portfolio composition. The program analyzes the fundamentals of the listed companies on the S&P1500 in order to emit monthly buy signals.
texasraj/stock-analysis-engine
Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/
texasraj/Stock-market-forecasting
Forecasting directional movements of stock prices for intraday trading using LSTM and random forest
texasraj/Stock-Prediction-Models
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
texasraj/Stock-Trading-Environment
A custom OpenAI gym environment for simulating stock trades on historical price data.
texasraj/SupportResistance
A python script that estimates the support and resistance lines of a stock's prices or a period
texasraj/Trading-Strategy-label-prediciton
Predicts up or down of a stock depending on the past few days of returns
texasraj/tseries-patterns
trend / momentum and other patterns in financial timeseries
texasraj/youtube