Repository Index

Data Science Roadmap from A to Z

• data-analysis
• data-engineering
• data-science
• data-visualization

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

• automl
• hyperparam
• automated-machine-learning
• machine-learning

TranslatedA hardcore computer science (CS) self-study plan, geared toward software engineering and system architecture

• computer-science
• self-taught
• csapp
• software-engineering

Visual analysis and diagnostic tools to facilitate machine learning model selection.

• machine-learning
• visual-analysis
• model-selection
• visualization

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

• python
• machine-learning
• infrastructure
• reproducible-research

The open-source AI workbench for scientific research

• agent
• ai
• bun
• cli

Python toolkit for quantitative finance: stock analysis, technical indicators, strategy backtesting, portfolio optimization, and financial modeling.

• stocks
• stock-market
• finance
• python

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

• data-science
• deep-learning
• machine-learning
• python

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

• deep-learning
• d2l
• data-science
• pytorch-implmention

:scissors: An ES6+ aware minifier based on the Babel toolchain (beta)

• babel
• minify
• babel-preset
• babel-minify

Impress your boss and turn a Jupyter notebook into a beautiful, shareable web app — no callbacks, no frontend, no rewrite.

• notebook-jupyter
• notebooks-jupyter
• notebook-application
• notebook-publish

ndarray: an N-dimensional array with array views, multidimensional slicing, and efficient operations

• rust
• numerics
• scientific-computing
• rust-sci

Positron, a next-generation data science IDE

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

• reinforcement-learning-algorithms
• reinforcement-learning
• machine-learning
• gym

SQL Translator is a tool for converting natural language queries into SQL code using artificial intelligence. This project is 100% free and open source.

• data-analysis
• data-engineering
• dataquery
• datascience

Become skilled in Artificial Intelligence, Machine Learning, Generative AI, Deep Learning, Data Science, Natural Language Processing, Reinforcement Learning and more with this complete 0 to 100 repository.

• ai
• aiml
• artificial-intelligence
• data-science

A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations

• python
• curses
• console
• tui

TerminalTextEffects (TTE) is a terminal visual effects engine, application, and Python library.

• terminal-based
• visualisation
• ascii-art
• visual-effects

Create beautiful, publication-quality books and documents from computational content.

• jupyter
• documentation-generator
• markdown
• notebooks

A collection of examples, tips and tricks and snippets of scripting for the Jenkins Pipeline plugin

Symbolic Learning in Python and Julia

• symbolic-regression
• machine-learning
• python
• julia

Machine Learning Pipelines for Kubeflow

• kubeflow-pipelines
• mlops
• kubeflow
• machine-learning

Text and supporting code for Think Stats, 2nd Edition

• data-science
• python
• statistics
• textbook

Convert your ascii diagram scribbles into happy little SVG

• svg
• bob
• diagram
• ascii