Popular GitHub Repositories for Markov Random Fields

Machine learning, in numpy

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

A python library for decision tree visualization and model interpretation.

A distributed graph deep learning framework.

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

A collection of research papers on decision, classification and regression trees with implementations.

Named Entity Recognition (LSTM + CRF) - Tensorflow

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 the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

Gaussian processes in TensorFlow

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

Text Classification Algorithms: A Survey

Datasets, SOTA results of every fields of Chinese NLP

A comprehensive list of Implicit Representations and NeRF papers relating to Robotics/RL domain, including papers, codes, and related websites