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Jacob's Projects

amp icon amp

Tools for time series processing and visualization

blob icon blob

Single header implementation of "A linear-time component-labeling algorithm using contour tracing technique" by Fu Chang, Chun-Jen Chen, and Chi-Jen Lu.

gentrl icon gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

hmnlica icon hmnlica

Code for Hidden Markov Nonlinear ICA

libskeletal icon libskeletal

Implementation of a human pose estimation algorithm (modified Shotton et al)

morfist icon morfist

Multi-target Random Forest implementation that can mix both classification and regression tasks

nautilus_trader icon nautilus_trader

A high-performance algorithmic trading platform and event-driven backtester

py_vollib_vectorized icon py_vollib_vectorized

A vectorized implementation of py_vollib, that supports numpy arrays and pandas Series and DataFrames.

rdkit icon rdkit

The official sources for the RDKit library

retro_star icon retro_star

Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search

stytra icon stytra

A modular package to control stimulation and track behaviour

synthesis-dags icon synthesis-dags

Code for our paper "Barking up the right tree: an approach to search over molecule synthesis DAGs"

tickers icon tickers

historical ticker data for the NASDAQ and NYSE.

torchani icon torchani

Accurate Neural Network Potential on PyTorch

ts icon ts

ts is an experimental Python 3 library for tick-data processing and feature engineering.

uvicorn-gunicorn-fastapi-docker icon uvicorn-gunicorn-fastapi-docker

Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python 3.7 and 3.6 with performance auto-tuning. Optionally with Alpine Linux.

whales_descriptors icon whales_descriptors

python code for calculating the WHALES (Weighted Holistic Atom Localization and Entity Shape) molecular descriptors

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