bk's repositories
FreqAI-Marcos-Lopez-De-Prado
Implementation of "Advances in Financial Machine Learning" quant trading strategies in python (building upon Freqtrade / FreqAI open source project)
Attention-CLX-stock-prediction
Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction
Automated-Cryptocurrency-trading-using-Deep-RL
Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.
crypto-algorithmic-trading
LSTM neural network predicting price movements of Bitcoin, backtesting and visualisations.
Cryptocurrency_Trading_Bot
A strategy and system for automated trading of cryptocurrencies
crypto-forecasting-benchmark
This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.
darts
A python library for user-friendly forecasting and anomaly detection on time series.
DataShapley
Data Shapley: Equitable Valuation of Data for Machine Learning
freqAI-LSTM
A Trading Model Utilizing a Dynamic Weighting and Aggregate Scoring System with LSTM Networks
freqtrade
Free, open source crypto trading bot
freqtrade-gym
A customized gym environment for developing and comparing reinforcement learning algorithms in crypto trading.
freqtrade-strategies
Free trading strategies for Freqtrade bot
freqtrade-stuff
Strategies for Freqtrade
intelligent-trading-bot
Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
Large-Time-Series-Model
Official code, datasets and checkpoints for "Timer: Generative Pre-trained Transformers Are Large Time Series Models" (ICML 2024)
NostalgiaForInfinity
Trading strategy for the Freqtrade crypto bot
OctoBot
Open source crypto trading bot
Price-Forecaster
Forecasting the future prices of BTC and More using Machine and Deep Learning Models
refreshpairlist
Dynamic Pairlist for FreqAI (freqtrade)
RL-Bitcoin-trading-bot
Trying to create Reinforcement Learning powered Bitcoin trading bot
stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis
TEMPO
The official code for "TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting (ICLR 2024)". TEMPO is one of the very first open source Time Series Foundation Models for forecasting task v1.0 version.
tensortrade
This repository contains my TensorTrade-focused code, including the core program and supplemental tools used in my bachelor's thesis on trading low market capitalization cryptocurrencies using reinforcement learning.
Time-LLM
[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"