Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are committed to automating these high-value generic R&D processes through R&D-Agent, which lets AI drive data-driven AI. 🔗https://aka.ms/RD-Agent-Tech-Report
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
Statsmodels: statistical modeling and econometrics in Python
Open Machine Learning Course
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.
Lightning ⚡️ fast forecasting with statistical and econometric models.
Python Toolkit for Causal and Probabilistic Reasoning
- python
- bayesian-networks
- causal-inference
- causal-discovery
Visualize and compare datasets, target values and associations, with one line of code.
- pandas-dataframe
- eda
- pandas
- data-exploration
Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more
Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent applications. Tracing · Evals · Simulations · Datasets · Gateway · Guardrails. Self-hostable. Apache 2.0.
A basic user tool to execute simple docker containers in batch or interactive systems without root privileges.
MLBox is a powerful Automated Machine Learning python library.
ObsPy: A Python Toolbox for seismology/seismological observatories.
- seismology
- python
- observatories
- science
Cloud-native genomic dataframes and batch computing
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
Pythonic tool for orchestrating machine-learning/high performance/quantum-computing workflows in heterogeneous compute environments.
A Python package to visualise neuroanatomical data in atlas space
Interactive network visualization in Python and Dash, powered by Cytoscape.js
- plotly-dash
- plotly
- dash
- cytoscape
Module for statistical learning, with a particular emphasis on time-dependent modelling
Main yt repository
Molecular Processing Made Easy.
- python
- molecule
- rdkit
- drug-discovery
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.