AI Agent Skills

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

Plain python implementations of basic machine learning algorithms

Algorithms for explaining machine learning models

A collection of original, innovative ideas and algorithms towards Advanced Literate Machinery. This project is maintained by the OCR Team in the Language Technology Lab,…

Framework for quantitative trading. Complete framework for development, backtesting, and deploying automated trading algorithms and trading bots.

scikit-bio: a community-driven Python library for bioinformatics, providing versatile data structures, algorithms and educational resources.

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SA…

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and simi…

Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use when analyzing transcriptomics data (bulk RNA-seq, sin…

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of…

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

Algorithms and Publications on 3D Object Tracking

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automat…