Popular GitHub Repositories for Statistical Modelling

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

Bayesian Modeling and Probabilistic Programming in Python

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Statistical Machine Intelligence & Learning Engine

A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.

Probabilistic reasoning and statistical analysis in TensorFlow

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

Fast, flexible and easy to use probabilistic modelling in Python.

Top2Vec learns jointly embedded topic, document and word vectors.

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

《机器翻译：基础与模型》肖桐 朱靖波 著 - Machine Translation: Foundations and Models

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

An open-source data logging library for machine learning models and data pipelines. ? Provides visibility into data quality & model performance over time. ?️ Supports privacy-preserving data collection, ensuring safety & robustness. ?

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

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

:boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

? Models for the spaCy Natural Language Processing (NLP) library

A standard framework for modelling Deep Learning Models for tabular data

Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.