sunsetcoder
SWE, Applied Math (Optimization, Info. Theory, Probability, Financial ML, Intelligent Systems, GenAI) AI engineer AI/ML, Python, Kotlin, C++
United States
Pinned Repositories
aitravelagent
GenAI agent (CoT) - Visa and Travel Information Assistant
CppCoreGuidelines
The C++ Core Guidelines are a set of tried-and-true guidelines, rules, and best practices about coding in C++
finance_ml
Advances in Financial Machine Learning
flash-attention-windows
Flash Attention 2 pre-built wheels for Windows. Drop-in replacement for PyTorch attention providing up to 10x speedup and 20x memory reduction. Compatible with Python 3.10 and CUDA 11.7+. No build setup required - just pip install and accelerate your transformer models. Supports modern NVIDIA GPUs (RTX 30/40, A100, H100).
flightradar24-mcp-server
Model Context Protocol server for Flight Tracking
HFT-Orderbook
Limit Order Book for high-frequency trading (HFT), as described by WK Selph, implemented in Python3 and C
machine-learning-asset-management
Machine Learning in Asset Management
py-market-profile
A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.
semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
Stocktalk
Data collection tool for social media analytics
sunsetcoder's Repositories
sunsetcoder/py-market-profile
A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.
sunsetcoder/Advances-in-Financial-Machine-Learning
Notes on Advances in Financial Machine Learning
sunsetcoder/HFT-Orderbook
Limit Order Book for high-frequency trading (HFT), as described by WK Selph, implemented in Python3 and C
sunsetcoder/Modelling-Stochastic-Systems
A set of different models of Stochastic Systems
sunsetcoder/SGX-Full-OrderBook-Tick-Data-Trading-Strategy
Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.
sunsetcoder/AlgoTrading
Python Implementations of popular Algorithmic Trading Strategies
sunsetcoder/awesome-TS-anomaly-detection
List of tools & datasets for anomaly detection on time-series data.
sunsetcoder/change-detection-tutorial
Tutorial on change detection in time series data
sunsetcoder/EliteQuant_Python
Python quantitative trading and investment platform; Python3 based multi-threading, concurrent high-frequency trading platform that provides consistent backtest and live trading solutions. It follows modern design patterns such as event-driven, server/client architect, and loosely-coupled robust distributed system. It follows the same structure and performance metrix as other EliteQuant product line, which makes it easier to share with traders using other languages.
sunsetcoder/FractionalDiff
Experiments with fractional differencing
sunsetcoder/InteractiveBrokers-Algo-System
Java/MySQL live algorithmic trading using Interactive Brokers API
sunsetcoder/iqfeed-docker
dockerized iqfeed client on ubuntu/wine
sunsetcoder/keras-manning
Code Examples from 'Deep Learning with Python' book by Francois Chollet - published by Manning
sunsetcoder/Keras-Neuro-Evolution-Trading-Bot-Skeleton
A skeleton for creating a neuro-evolution reinforcement learning trading bot with a Keras neural network.
sunsetcoder/LSTM-Neural-Network-for-Time-Series-Prediction
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
sunsetcoder/LSTM_RNN_Tutorials_with_Demo
LSTM-RNN Tutorial with LSTM and RNN Tutorial with Demo with Demo Projects such as Stock/Bitcoin Time Series Prediction, Sentiment Analysis, Music Generation using Keras-Tensorflow
sunsetcoder/LSTM_tsc
An LSTM for time-series classification
sunsetcoder/Machine-Learning-Trading-Strategies
Stock and Forex market prediction using ML and time-series modelling
sunsetcoder/market-profile
Generates Market Profile from OHLC data
sunsetcoder/openAlgo
:chart: openAlgo is a public repository for various work product relavant to algorithms and the high frequency low latency electronic trading space with a bias toward market microstructure as well as exchange traded futures and options.
sunsetcoder/PatternSimilarity
Python Flask application to parse different sets of time series data to check for fake data sources and pattern similarity. Example->
sunsetcoder/pyiq-trade-simulator
A trade simulator that uses pyiqfeed to stream live data from iqFeed and simulate trades.
sunsetcoder/RNN-stocks-prediction
Another attempt to use Deep-Learning in the financial markets
sunsetcoder/sample-market-maker
Sample BitMEX Market Making Bot
sunsetcoder/Stanford-Machine-Learning-Course
https://www.coursera.org/learn/machine-learning
sunsetcoder/Stock
量化stock
sunsetcoder/Stock-Price-Linear-Regression
Linear Regression of stock price
sunsetcoder/SVmodels
Stochastic volatility models
sunsetcoder/Visualizing-Streaming-Data
examples for a book by the same name
sunsetcoder/zen-of-python-by-example
The Zen of Python by Example