Statistics and probability for data science and ML: hypothesis testing, Bayesian inference, bootstrap, MLE, A/B testing, causal inference, power analysis, and more. 26 executable Python notebooks with visualisations, effect sizes, and ML connections.
☆42Jun 27, 2026Updated 2 months ago
Alternatives and similar repositories for Statistics-and-Probability-For-Data-Science
Users that are interested in Statistics-and-Probability-For-Data-Science are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains a gentle introduction to machine learning algorithms with hands on practical examples☆13Aug 28, 2022Updated 4 years ago
- A modular grammar-of-graphics toolkit for Stata data visualizations.☆13Mar 9, 2026Updated 6 months ago
- Scrape Data from Twitter, Facebook, Yahoo, and other websites☆12Aug 30, 2022Updated 4 years ago
- Computational Data Analytics for Economists☆15Jan 9, 2022Updated 4 years ago
- ☆10May 11, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- for World Quant university MScFE assignments☆11Oct 8, 2025Updated 11 months ago
- Official TensorFlow code for the paper "DeepWay: a Deep Learning Waypoint Estimator for Global Path Generation".☆11Jun 24, 2022Updated 4 years ago
- A control system for use with an agricultural spraying drone☆12Aug 11, 2017Updated 9 years ago
- Tiny LoRa-based GPS tracker for balloon experiments☆13Jan 31, 2016Updated 10 years ago
- Conda based Python distribution for the Raspberry Pi☆11Jul 16, 2018Updated 8 years ago
- Machine Learning for Alignment Bootcamp (MLAB).☆36Jan 24, 2022Updated 4 years ago
- ☆20Mar 26, 2021Updated 5 years ago
- Website☆13Sep 9, 2026Updated 2 weeks ago
- Implements several Markov chain Monte Carlo (MCMC) algorithms for the latent Dirichlet allocation (LDA) model☆11Feb 11, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Implementation of basic macro models in various programming languages☆13Sep 24, 2022Updated 4 years ago
- DataBricks MLOps and GenAI☆32Mar 26, 2026Updated 5 months ago
- VisBERT: Demo web app for "How Does BERT Answer Questions?"☆11Jul 22, 2023Updated 3 years ago
- Package used to retrieve resources of different kinds, e.g. http://, file://, the ROS specific package://, etc.☆11Sep 16, 2026Updated last week
- ROS package for the turtlebot ** Forked**☆11Mar 29, 2013Updated 13 years ago
- Simple tasks of pushing a nearby object by the RR robotic arm. This project was implemented in the ROS and Gazebo.☆11Oct 11, 2017Updated 8 years ago
- Materials for the "Recommender Systems through the lens of Decision Theory" tutorial delivered at the 30th Web Conference (WWW '21).☆11Apr 13, 2021Updated 5 years ago
- A Handbook of Mathematical Models with Python, published by Packt☆36Mar 2, 2026Updated 6 months ago
- A simple planner that attempts to keep the robot close to a line between the starting and target goal. Doubles as a demo backend for Viza…☆14Aug 29, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This repo contains code for the paper "Psychologically-informed chain-of-thought prompts for metaphor understanding in large language mod…☆14Apr 28, 2023Updated 3 years ago
- This Repo is used for accumulate basic Data Engineering Knowledges. The roadmap is originally from this repo https://github.com/datastack…☆25Apr 7, 2024Updated 2 years ago
- Research code for "Towards multi-task learning of speech and speaker recognition" at https://arxiv.org/pdf/2302.12773.pdf☆12Dec 2, 2024Updated last year
- SensorBox is a set of sensors for autonomous navigation. In this repo we test how Velodyne LiDAR, gmapping and AMCL work on a Husky Robot…☆11Aug 24, 2020Updated 6 years ago
- ROCK Framework for Commonsense Causality Reasoning (CCR)☆10Jun 28, 2023Updated 3 years ago
- A lora transceiver for peer to peer communication with the Raspberry PI dragino Lora GPS hat.☆11Apr 29, 2019Updated 7 years ago
- Dynare .mod files for macroeconomic DSGE models☆19Jul 19, 2026Updated 2 months ago
- Summer 2020 reading group on uncertainty quantification☆24Jul 24, 2020Updated 6 years ago
- Recovery behaviors for the mbf_costmap_nav server of Move Base Flex (MBF)☆13May 6, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- This is a ROS package for Intel realsense D435i with 3-DOF Manipulator robot that can be used for Indoor Mapping and localization of obje…☆12Nov 5, 2021Updated 4 years ago
- Visual Simultaneous Localization and Mapping☆25May 11, 2022Updated 4 years ago
- A python based annotation/labelling toolbox for images. The program allows the user to annotate individual objects in images.☆13Nov 23, 2021Updated 4 years ago
- Test ROS package to work with F9P based ardusimple RTK☆16Apr 5, 2020Updated 6 years ago
- Optimization sample codes on Python☆25Oct 21, 2017Updated 8 years ago
- Portfolio Risk Assessment leveraging Probabilistic Deep Neural Networks☆23Apr 16, 2025Updated last year
- Replication Toolbox of the Macroeconomic Model Data Base (MMB)☆20Jan 30, 2025Updated last year