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| Feature | Anaconda 2023 (Legacy) | | Why It Matters | |---------|-----------------------|----------------|----------------| | Python version | 3.10 / 3.11 | 3.12 (latest stable) | Faster startup, better type‑hinting, new syntax ( match enhancements). | | Conda core | 23.x (C‑based resolver) | Conda 23.12 (rewritten in Rust) | ~30 % speed boost for conda install , lower memory footprint. | | Package resolver | SAT‑based, sometimes stuck on large envs. | Hybrid resolver (SAT + heuristic) | Consistent, deterministic solves even with >10 k packages. | | GPU‑ready stacks | Separate cudatoolkit channel. | Unified rapids meta‑package (CUDA‑12.4 ready) | One‑click install of RAPIDS, PyTorch‑CUDA, TensorFlow‑GPU. | | Environment manager | conda env CLI only. | conda env + graphical UI ( conda‑manager ) | Visual drag‑and‑drop env creation, dependency graph view. | | Security | Basic hash checks. | SBOM‑aware signing + auto‑patch alerts | Enterprise‑grade compliance (NIST, ISO‑27001). | | IDE integration | JupyterLab 3.x, VS Code extensions. | JupyterLab 4.1 + native VS Code Remote‑Conda support. | Seamless switch between notebooks and scripts. | | Size | ~1.2 GB (base install) | ~900 MB (compressed, optional extras) | Faster download on limited bandwidth. | isaidub anaconda 2
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