Data Science Tools

Evidence Core is an open source framework for building business intelligence applications with coding agents. Build your entire business intelligence platform as a repo of files, and deploy it anywhere, for free. Metrics, dashboards, reports and themes are all specified in code which you can validate, preview and serve using the Evidence CLI.

Ressearch AI brings the entire scientific workflow into one conversational workspace: literature search, data acquisition, Python/R analysis, visualizations, editing, and scientific writing. AI agents execute traceable workflows in isolated cloud sandboxes, making every result reviewable, reproducible, and accessible from anywhere. No setup required.

✅ FREE: No licensing fees or subscriptions ✅ Standalone application ✅ End-to-end workflow: From raw data to deployment ready models, and model documentation within a single application ✅ Propensity modeling and driver analysis ✅ Automatic model documentation: Generate template-based comprehensive model documentation with a single click. ✅ A/B testing and target list generation: Prepare campaign-ready lists and export for marketing and sales campaigns.

AutoPlot is a Mac native scientific workspace for plotting and exploratory data analysis. Import tabular datasets, create variables, build X&Y plots, histograms, heat maps, correlations, 3D plots, and charts, run fits, then compose figures with vector export. Metal-backed GPU rendering keeps 3D scenes and correlation networks interactive at full dataset size — rotate, zoom, and re-fit without waiting on a redraw. Raw data values never leave your Mac.

Clusy is an agent-native notebook platform for researchers and data teams to build, branch, run, and evaluate ML and data science workflows in the cloud. Describe a goal in natural language, and Clusy plans the workflow, sources datasets, preprocesses data, runs parallel experiments in replicated kernels, compares model architectures, and helps produce optimal models through a human-in-the-loop notebook experience.

Lium is a collaborative AI platform for complex, real-world data science that is built for scientists, analysts, and domain experts, not just engineers. Attach your data, ask questions in plain English, get reliable answers and structure for complex, real-world data. Lium integrates geospatial, energy, space, and infrastructure datasets into unified intelligence, turning weeks of engineering into a single conversation.

Stop guessing which LLM to use. Upload your data, compare 50+ models, and see quality, cost, and speed side by side. Pick the best model for your use case without manual testing or generic benchmarks.

DB Explorer brings together everything you need to work with databases efficiently: • AI‑powered SQL Assistant • Real‑time database health monitoring • Automatic schema diagrams • Fast query execution • Support for PostgreSQL, MySQL, SQL Server, Oracle, SQLite, and more If you work with data, this tool helps you explore, debug, visualize, and understand your database faster. Demo Video - https://www.youtube.com/watch?v=_NXphANViKM Download - https://sourceforge.net/projects/db-explorer/files/

Keystone self-configures a working devcontainer for any git repo, all on its own. Give it a repo. Get back a Dockerfile, devcontainer.json, and a passing test runner. It runs a coding agent inside a sandboxed Modal environment so your machine is never touched. Works on FastAPI, TensorFlow, Rust, Elixir, Flutter, and more. It’s open-source, works with Claude Code and Codex, and the dev containers it produces work in VS Code and GitHub Codespaces. pip install imbue-keystone

DataSieve helps you turn unstructured text into clean, usable data in seconds. Drop in text, files, folders, or even archives, and extract what you need in one pass. Emails, phone numbers, URLs, dates, financial data, and more. Everything runs locally on your device, with no cloud and no tracking. What you can do - Extract multiple data types at once - Process text, PDFs, EPUBs, CSV, JSON, Word files, and more - Export results to JSON, XLSX, DOCX, and more - Define your own custom extractors

Access GPUs worldwide directly from your IDE. Ocean Orchestrator lets you run AI training & inference jobs while paying only for the compute you use. Jobs run on GPUs like NVIDIA H200s across the Ocean Network Escrow-based payments protect both users (data scientists, developers) and node operators, releasing funds only after successful execution, bringing reliable, decentralized GPU compute to real workloads with transparent pricing, global availability, and verifiable job execution at scale

Monostate is an all-in-one AI training platform. Fine-tune LLMs with your own data using SFT, DPO, or RLHF — no training scripts required. Compare commercial and open-source models side by side with built-in benchmarking. Deploy to GPUs (A100s to H100s) with one click and autoscaling. Supports LoRA, QLoRA, and full parameter training across dozens of architectures. Works with Llama, Mistral, Phi, Qwen, and more. From data to production in minutes, not weeks.

BIOS is an AI Scientist that ranked #1 on BixBench for biological data analysis. BIOS offers human-in-the-loop checkpoints to steer investigations mid-flight, or fully autonomous mode for uninterrupted deep research—you choose how much control to keep. Four specialized agents handle orchestration, literature review, data analysis, and novelty detection. Free tier available. Academic users withedu get full access free.

Fine-tune LLMs and ML models with automatic dataset conversion, hyperparameter sweeps, and custom RL environments - monostate/aitraining

AI often guesses. Baselight AI knows. It connects language models to structured, verified data, producing answers that are factual, transparent, and reproducible. Combine your private data with Baselight’s global catalog to uncover deeper, connected insights and richer context. Every response includes its data, sources, and logic, giving you full visibility into how each answer is created. Baselight AI turns prediction into understanding you can trust.

Search the internet's best AI software compute grants credits. Find hundreds of millions in funding opportunities for AI startups; AI projects via Google Cloud, Microsoft, AWS, OpenAI, Anthropic, Cloudflare, XPrize, NVIDIA, Vercel, Vesuvius; more.

TuneTrain.ai - Fine-tune AI models with your data TuneTrain.ai lets anyone fine-tune small language models easily - no coding or huge datasets needed. Create example records, augment them into large datasets, and train your own custom AI.

Let Hex's agent abstract away the most tedious parts of data work, so you focus on the new, the novel, and the gnarly. Hex brings the best of Claude Sonnet 4 directly to our powerful notebooks where thousands of data teams are already working.

BashNota is an offline-first notebook that combines Notion-like editing with Jupyter code execution capabilities. A open-source second brain cracked on Code and AI.

New AI model integrates petabytes of Earth observation data that stitches together data from actual satellite images, radar, climate simulations, and more to map Earth’s land and coastal waters.

Minicule is an AI-powered research web app connecting to PubMed, OpenAlex, and USPTO. Build scientific knowledge graphs, explore dendrograms, and verify evidence faster — all in one transparent, easy-to-use platform.