Data Science
701 items from academic/awesome-datascience ★30,136
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scikit-rebate github.com
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
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PyTorchNet github.com
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pytorch_tabular github.com
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scikit-posthocs github.com
Pairwise Multiple Comparisons Post-hoc Tests.
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imodels github.com
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PyVarInf github.com
Bayesian Deep Learning methods with Variational Inference for PyTorch.
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tfdeploy github.com
Deploy TensorFlow graphs for fast evaluation and export to TensorFlow-less environments running numpy.
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FlexViz github.com
Python library for interactive, cross-filtered dashboards that stay responsive on 100M+ rows by aggregating with Polars on the server.
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Covid-19 github.com
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FirstData github.com
The world's most comprehensive authoritative data source knowledge base. 210+ curated sources from governments, international organizations, and research institutions. MCP integration for AI agents. MIT licensed.
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NeuPy github.com
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PySpark Cheatsheet github.com
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ADK-Rust github.com
Production-ready AI agent development kit for Rust with model-agnostic design (Gemini, OpenAI, Anthropic), multiple agent types (LLM, Graph, Workflow), MCP support, and built-in telemetry.
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Data science your way github.com
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PyToune github.com
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Open Data Sources github.com
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Hera github.com
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Lumen github.com
Agent framework for chatting with data, turning natural language into SQL, transformation pipelines and visualizations. Outputs are declarative specs that can be inspected, edited, reopened in a notebook or composed into a dashboard.
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Kitaru github.com
Open-source platform that records real AI agent runs, replays them against changes, and evaluates outcomes before deployment.
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YYLO github.com
Open-source command-line orchestrator for coding agents and repeatable workflows, with typed task, validation, merge, and release-readiness boundaries and receipt-backed repository changes. MIT licensed, installable via npm.
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TorchDR github.com
GPU and multi-GPU dimensionality reduction with a scikit-learn-compatible API.
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DeepAlpha github.com
AI crypto trading framework using LightGBM + XGBoost ensemble with 72 ML features. 70.9% walk-forward validated accuracy on out-of-sample data. Supports Bybit and Binance. MIT licensed, available on PyPI.
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Jev Social github.com
Read-only social research agent that lets Jev choose bounded Instagram, TikTok, and LinkedIn operations, runs them through the local socai CLI in Chrome, and preserves source-linked evidence beside a cited report.
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Synthetic Hospital github.com
A Medical Benchmark & EHR Simulation Platform
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ai-evaluation github.com
Open-source LLM and agent evaluation framework with 50+ metrics, LLM-as-Judge augmentation, and guardrail scanners (jailbreak, PII, prompt-injection). Useful for scoring RAG outputs, agent trajectories, and function-calling behavior in data-science workflows.
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5000 Images of Clothes github.com
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Covid-19 Google github.com
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jSciPy github.com
A Java port of SciPy's signal processing module, offering filters, transformations, and other scientific computing utilities.
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sigopt_sklearn github.com
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II-Commons github.com
Daily-updated skill and CLI for deterministic retrieval across arXiv, PubMed/PMC, and supported US policy corpora.
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tensorlm github.com
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PhilanthroPy github.com
Scikit-learn native toolkit for nonprofit fundraising analytics: leakage-safe donor propensity, lapse, planned-giving, wealth-screening and revenue-forecasting estimators.
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TensorLight github.com
A high-level framework for TensorFlow.
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Resseract Lite github.com
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OpenLanguageModel github.com
PyTorch-native library for building, training and teaching transformer language models, with architectures written as ordinary nn.Modules.
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CAJAL github.com
Local AI agent for generating publication-ready scientific papers with real arXiv citations, IMRaD structure, and tribunal scoring. Runs 100% offline via Ollama with 4B-9B models. MIT licensed. HuggingFace
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ZipCheckup API github.com
Free REST API for US ZIP-level environmental safety data: water quality, air quality, PFAS, radon, lead, flood risk.
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sklearn-evaluation github.com
Model evaluation made easy: plots, tables, and markdown reports.
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ML/AI Interview Prep github.com
500+ ML/AI interview Q&A with runnable code — covers ML fundamentals, deep learning, NLP, PyTorch, scikit-learn pipelines, and system design
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NAYN.CO Turkish News with categories github.com
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BDE Score github.com
AI-powered multi-market stock analysis with transparent BDE scoring across 73 stocks (US/HK/A-share). EU AI Act Art.50 compliant. MIT license.
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Verified Supplement Evidence github.com
Evidence-graded dietary-supplement dataset covering dosing, bioavailability by form, drug-nutrient interactions, NHANES deficiency prevalence, FDA FAERS adverse-event signals, and cost-per-effective-dose, with every clinical claim citing a PubMed PMID. CC BY 4.0, DOI…
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Chunk Tuner github.com
Open-source Python library and MCP server to benchmark document chunking strategies for RAG, score retrieval quality, and recommend configurations for a corpus.
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latamdata-py github.com
Python package for one-line access to 38 open research datasets from Latin America (health, neuroscience, mental health, economics). pip install latamdata-py.
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YYLO Ledger github.com
Command-line task and workflow ledger for coding-agent projects: stores the Kanban board and task state as hash-chained Markdown inside the repository, tracks receipts and archives, and drives typed merge and release flows across agent worktrees. MIT licensed.
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YYLO Benchmark github.com
Open-source trusted-host experiment runner for historical agent tasks, supplied coding prompts, and workflows. Runs independent attempts with retained outputs, and compares models, harnesses, and configurations with different checks or judges later. MIT licensed.
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College ROI Dataset github.com
Lifetime return-on-investment estimates for ~30K US bachelor's programs across 1,775 institutions, built from FREOPP, IPEDS, and BEA regional price data. 5 CSVs with data dictionary, CC BY 4.0, Zenodo DOI.
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me_fasttext github.com
Memory-efficient FastText variant with exact trie n-gram IDs, structure-aware row sharing, and mmap serving for large-vocabulary NLP.
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