Mate Hegedus's starred repositories
the-algorithm
Source code for Twitter's Recommendation Algorithm
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
imagen-pytorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
backgroundremover
Background Remover lets you Remove Background from images and video using AI with a simple command line interface that is free and open source.
flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
hftbacktest
A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books, with real-world crypto market-making examples for Binance Futures
binance-public-data
Details on how to get Binance public data
PyPOTS
A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation, classification, clustering, forecasting, & anomaly detection on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
client-python
The official Python client library for the Polygon REST and WebSocket API.
arbitragelab
ArbitrageLab is a python library that enables traders who want to exploit mean-reverting portfolios by providing a complete set of algorithms from the best academic journals.
Overwatcheat
Free, open-source undetected color cheat!
SAITS
The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516
algotrading-example
algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)
stocktrends
A python package to calculate trends in stocks, derivates(Futures & Options) using Renko, PnF, LineBreak etc
ibkr-docker
Run IBKR Gateway/TWS in a Docker container
collect-binancefutures
Collect BinanceFutures's trade and orderbook(depth) feeds.
qmrExchange
Stock/Crypto Exchange Simulator for Analyzing the Interaction between multiple Trading Agents.
arbitrage_research
Jupyter Notebook examples on how to use the ArbitrageLab - pairs trading - python library.
binance-bulk-downloader
A Python library to efficiently and concurrently download historical data files from Binance. Supports all asset types (spot, USDT-M, COIN-M, options) and all data frequencies.