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Commit 81d51366 authored by Ulrich Kerzel's avatar Ulrich Kerzel
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add cyclic boosting package

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poetry.lock
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......@@ -7,7 +7,7 @@ description = "High level compatibility layer for multiple asynchronous event lo
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......@@ -31,7 +31,7 @@ description = "Disable App Nap on macOS >= 10.9"
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......@@ -44,7 +44,7 @@ description = "Argon2 for Python"
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......@@ -66,7 +66,7 @@ description = "Low-level CFFI bindings for Argon2"
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......@@ -105,7 +105,7 @@ description = "Better dates & times for Python"
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......@@ -126,7 +126,7 @@ description = "Annotate AST trees with source code positions"
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......@@ -143,7 +143,7 @@ description = "Simple LRU cache for asyncio"
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......@@ -159,7 +159,7 @@ description = "Classes Without Boilerplate"
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......@@ -180,7 +180,7 @@ description = "Internationalization utilities"
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......@@ -196,7 +196,7 @@ description = "Screen-scraping library"
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......@@ -220,7 +220,7 @@ description = "An easy safelist-based HTML-sanitizing tool."
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......@@ -240,7 +240,7 @@ description = "Python package for providing Mozilla's CA Bundle."
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......@@ -322,7 +322,7 @@ files = [
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markers = {main = "python_version <= \"3.11\"", dev = "python_version <= \"3.11\" and implementation_name == \"pypy\""}
[package.dependencies]
pycparser = "*"
......@@ -334,7 +334,7 @@ description = "The Real First Universal Charset Detector. Open, modern and activ
optional = false
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......@@ -437,7 +437,7 @@ description = "Pickler class to extend the standard pickle.Pickler functionality
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......@@ -454,7 +454,7 @@ files = [
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[[package]]
name = "comm"
......@@ -463,7 +463,7 @@ description = "Jupyter Python Comm implementation, for usage in ipykernel, xeus-
optional = false
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......@@ -482,7 +482,7 @@ description = "Python library for calculating contours of 2D quadrilateral grids
optional = false
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......@@ -557,7 +557,7 @@ description = "Composable style cycles"
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......@@ -567,6 +567,31 @@ files = [
docs = ["ipython", "matplotlib", "numpydoc", "sphinx"]
tests = ["pytest", "pytest-cov", "pytest-xdist"]
[[package]]
name = "cyclic-boosting"
version = "1.4.0"
description = "Implementation of Cyclic Boosting machine learning algorithms"
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python-versions = ">=3.8,<3.12"
groups = ["main"]
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numexpr = ">=2.5.2"
numpy = ">=1.12.1"
pandas = ">=0.20.3"
scikit-learn = ">=0.18.2"
scipy = ">=1.10"
six = ">=1.16.0"
[[package]]
name = "debugpy"
version = "1.8.13"
......@@ -574,7 +599,7 @@ description = "An implementation of the Debug Adapter Protocol for Python"
optional = false
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......@@ -611,7 +636,7 @@ description = "Decorators for Humans"
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......@@ -624,7 +649,7 @@ description = "XML bomb protection for Python stdlib modules"
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......@@ -653,7 +678,7 @@ description = "Get the currently executing AST node of a frame, and other inform
optional = false
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......@@ -669,7 +694,7 @@ description = "Fastest Python implementation of JSON schema"
optional = false
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......@@ -685,7 +710,7 @@ description = "A platform independent file lock."
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......@@ -703,7 +728,7 @@ description = "Tools to manipulate font files"
optional = false
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......@@ -778,7 +803,7 @@ description = "Validates fully-qualified domain names against RFC 1123, so that
optional = false
python-versions = ">=2.7, !=3.0, !=3.1, !=3.2, !=3.3, !=3.4, <4"
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......@@ -791,7 +816,7 @@ description = "File-system specification"
optional = false
python-versions = ">=3.8"
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......@@ -832,7 +857,7 @@ description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
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......@@ -845,7 +870,7 @@ description = "A minimal low-level HTTP client."
optional = false
python-versions = ">=3.8"
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markers = "python_version <= \"3.11\""
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......@@ -868,7 +893,7 @@ description = "The next generation HTTP client."
optional = false
python-versions = ">=3.8"
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markers = "python_version <= \"3.11\""
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......@@ -887,6 +912,42 @@ http2 = ["h2 (>=3,<5)"]
socks = ["socksio (==1.*)"]
zstd = ["zstandard (>=0.18.0)"]
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watchdog = ["watchdog (>=4.0.0)"]
zoneinfo = ["tzdata (>=2025.1)"]
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......@@ -894,7 +955,7 @@ description = "Internationalized Domain Names in Applications (IDNA)"
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......@@ -945,7 +1006,7 @@ description = "Text progress bar library for Python."
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python-versions = "*"
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groups = ["main", "dev"]
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......@@ -1036,7 +1097,7 @@ description = "Operations with ISO 8601 durations"
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......@@ -1052,7 +1113,7 @@ description = "An autocompletion tool for Python that can be used for text edito
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......@@ -1073,7 +1134,7 @@ description = "A very fast and expressive template engine."
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......@@ -1092,7 +1153,7 @@ description = "Lightweight pipelining with Python functions"
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......@@ -1105,7 +1166,7 @@ description = "A Python implementation of the JSON5 data format."
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......@@ -1121,7 +1182,7 @@ description = "Identify specific nodes in a JSON document (RFC 6901)"
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......@@ -1134,7 +1195,7 @@ description = "An implementation of JSON Schema validation for Python"
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groups = ["main"]
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......@@ -1165,7 +1226,7 @@ description = "The JSON Schema meta-schemas and vocabularies, exposed as a Regis
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......@@ -1181,7 +1242,7 @@ description = "Jupyter protocol implementation and client libraries"
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......@@ -1205,7 +1266,7 @@ description = "Jupyter core package. A base package on which Jupyter projects re
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......@@ -1227,7 +1288,7 @@ description = "Jupyter Event System library"
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......@@ -1255,7 +1316,7 @@ description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab se
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......@@ -1271,7 +1332,7 @@ description = "The backend—i.e. core services, APIs, and REST endpoints—to J
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......@@ -1309,7 +1370,7 @@ description = "A Jupyter Server Extension Providing Terminals."
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......@@ -1330,7 +1391,7 @@ description = "JupyterLab computational environment"
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......@@ -1366,7 +1427,7 @@ description = "Pygments theme using JupyterLab CSS variables"
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......@@ -1379,7 +1440,7 @@ description = "A set of server components for JupyterLab and JupyterLab like app
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......@@ -1406,7 +1467,7 @@ description = "A fast implementation of the Cassowary constraint solver"
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......@@ -1497,7 +1558,7 @@ description = "Makes it easy to load subpackages and functions on demand."
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......@@ -1518,7 +1579,7 @@ description = "Local Interpretable Model-Agnostic Explanations for machine learn
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......@@ -1541,7 +1602,7 @@ description = "lightweight wrapper around basic LLVM functionality"
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......@@ -1573,7 +1634,7 @@ description = "Safely add untrusted strings to HTML/XML markup."
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......@@ -1645,7 +1706,7 @@ description = "Python plotting package"
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......@@ -2134,7 +2245,7 @@ description = "NVIDIA cuSPARSELt"
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groups = ["main"]
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......@@ -2148,7 +2259,7 @@ description = "NVIDIA Collective Communication Library (NCCL) Runtime"
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groups = ["main"]
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......@@ -2160,7 +2271,7 @@ description = "Nvidia JIT LTO Library"
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python-versions = ">=3"
groups = ["main"]
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......@@ -2174,7 +2285,7 @@ description = "NVIDIA Tools Extension"
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......@@ -2188,7 +2299,7 @@ description = "A decorator to automatically detect mismatch when overriding a me
optional = false
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......@@ -2201,7 +2312,7 @@ description = "Core utilities for Python packages"
optional = false
python-versions = ">=3.8"
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......@@ -2214,7 +2325,7 @@ description = "Powerful data structures for data analysis, time series, and stat
optional = false
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......@@ -2264,7 +2375,6 @@ files = [
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python-dateutil = ">=2.8.2"
pytz = ">=2020.1"
......@@ -2302,7 +2412,7 @@ description = "Utilities for writing pandoc filters in python"
optional = false
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......@@ -2315,7 +2425,7 @@ description = "A Python Parser"
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......@@ -2332,7 +2442,7 @@ description = "Pexpect allows easy control of interactive console applications."
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groups = ["main", "dev"]
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......@@ -2348,7 +2458,7 @@ description = "Python Imaging Library (Fork)"
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markers = "python_version <= \"3.11\""
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......@@ -2438,7 +2548,7 @@ description = "A small Python package for determining appropriate platform-speci
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python-versions = ">=3.8"
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......@@ -2456,7 +2566,7 @@ description = "Python client for the Prometheus monitoring system."
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......@@ -2472,7 +2582,7 @@ description = "Library for building powerful interactive command lines in Python
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groups = ["main", "dev"]
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......@@ -2488,7 +2598,7 @@ description = "Cross-platform lib for process and system monitoring in Python.
optional = false
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......@@ -2517,7 +2627,7 @@ files = [
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[[package]]
name = "pure-eval"
......@@ -2526,7 +2636,7 @@ description = "Safely evaluate AST nodes without side effects"
optional = false
python-versions = "*"
groups = ["main", "dev"]
markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
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......@@ -2546,7 +2656,7 @@ files = [
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[[package]]
name = "pygments"
......@@ -2555,7 +2665,7 @@ description = "Pygments is a syntax highlighting package written in Python."
optional = false
python-versions = ">=3.8"
groups = ["main", "dev"]
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......@@ -2571,7 +2681,7 @@ description = "pyparsing module - Classes and methods to define and execute pars
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groups = ["main"]
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......@@ -2587,7 +2697,7 @@ description = "Extensions to the standard Python datetime module"
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groups = ["main", "dev"]
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......@@ -2603,7 +2713,7 @@ description = "JSON Log Formatter for the Python Logging Package"
optional = false
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groups = ["main"]
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......@@ -2619,7 +2729,7 @@ description = "World timezone definitions, modern and historical"
optional = false
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groups = ["main"]
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markers = "python_version <= \"3.11\""
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......@@ -2632,7 +2742,7 @@ description = "Python for Window Extensions"
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......@@ -2659,7 +2769,7 @@ description = "Pseudo terminal support for Windows from Python."
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......@@ -2677,7 +2787,7 @@ description = "YAML parser and emitter for Python"
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......@@ -2741,7 +2851,7 @@ description = "Python bindings for 0MQ"
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......@@ -2848,7 +2958,7 @@ description = "JSON Referencing + Python"
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......@@ -2866,7 +2976,7 @@ description = "Python HTTP for Humans."
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......@@ -2889,7 +2999,7 @@ description = "A pure python RFC3339 validator"
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......@@ -2918,7 +3028,7 @@ description = "Python bindings to Rust's persistent data structures (rpds)"
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......@@ -3083,7 +3193,7 @@ description = "A set of python modules for machine learning and data mining"
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......@@ -3139,7 +3249,7 @@ description = "Fundamental algorithms for scientific computing in Python"
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......@@ -3204,7 +3314,7 @@ description = "Statistical data visualization"
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......@@ -3227,7 +3337,7 @@ description = "Send file to trash natively under Mac OS X, Windows and Linux"
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......@@ -3267,7 +3377,7 @@ description = "A unified approach to explain the output of any machine learning
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......@@ -3323,7 +3433,7 @@ description = "Python 2 and 3 compatibility utilities"
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......@@ -3336,7 +3446,7 @@ description = "A small package for big slicing."
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......@@ -3349,12 +3459,25 @@ description = "Sniff out which async library your code is running under"
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......@@ -3362,7 +3485,7 @@ description = "A modern CSS selector implementation for Beautiful Soup."
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......@@ -3375,7 +3498,7 @@ description = "Extract data from python stack frames and tracebacks for informat
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......@@ -3396,7 +3519,7 @@ description = "Computer algebra system (CAS) in Python"
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......@@ -3415,7 +3538,7 @@ description = "Tornado websocket backend for the Xterm.js Javascript terminal em
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......@@ -3438,7 +3561,7 @@ description = "threadpoolctl"
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......@@ -3451,7 +3574,7 @@ description = "Read and write TIFF files"
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......@@ -3475,7 +3598,7 @@ description = "A tiny CSS parser"
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......@@ -3538,7 +3661,7 @@ description = "Tensors and Dynamic neural networks in Python with strong GPU acc
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......@@ -3580,7 +3703,6 @@ nvidia-cusparselt-cu12 = {version = "0.6.2", markers = "platform_system == \"Lin
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......@@ -3596,7 +3718,7 @@ description = "An audio package for PyTorch"
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......@@ -3630,7 +3752,7 @@ description = "image and video datasets and models for torch deep learning"
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......@@ -3670,7 +3792,7 @@ description = "Tornado is a Python web framework and asynchronous networking lib
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......@@ -3692,7 +3814,7 @@ description = "Fast, Extensible Progress Meter"
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......@@ -3715,7 +3837,7 @@ description = "Traitlets Python configuration system"
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......@@ -3732,7 +3854,7 @@ description = "A language and compiler for custom Deep Learning operations"
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......@@ -3753,7 +3875,7 @@ description = "Typing stubs for python-dateutil"
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......@@ -3766,11 +3888,11 @@ description = "Backported and Experimental Type Hints for Python 3.8+"
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[[package]]
name = "tzdata"
......@@ -3779,7 +3901,7 @@ description = "Provider of IANA time zone data"
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......@@ -3792,7 +3914,7 @@ description = "RFC 6570 URI Template Processor"
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markers = "python_version <= \"3.11\""
files = [
{file = "uri-template-1.3.0.tar.gz", hash = "sha256:0e00f8eb65e18c7de20d595a14336e9f337ead580c70934141624b6d1ffdacc7"},
{file = "uri_template-1.3.0-py3-none-any.whl", hash = "sha256:a44a133ea12d44a0c0f06d7d42a52d71282e77e2f937d8abd5655b8d56fc1363"},
......@@ -3808,7 +3930,7 @@ description = "HTTP library with thread-safe connection pooling, file post, and
optional = false
python-versions = ">=3.9"
groups = ["main"]
markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
markers = "python_version <= \"3.11\""
files = [
{file = "urllib3-2.3.0-py3-none-any.whl", hash = "sha256:1cee9ad369867bfdbbb48b7dd50374c0967a0bb7710050facf0dd6911440e3df"},
{file = "urllib3-2.3.0.tar.gz", hash = "sha256:f8c5449b3cf0861679ce7e0503c7b44b5ec981bec0d1d3795a07f1ba96f0204d"},
......@@ -3827,7 +3949,7 @@ description = "Measures the displayed width of unicode strings in a terminal"
optional = false
python-versions = "*"
groups = ["main", "dev"]
markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
markers = "python_version <= \"3.11\""
files = [
{file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
{file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
......@@ -3840,7 +3962,7 @@ description = "A library for working with the color formats defined by HTML and
optional = false
python-versions = ">=3.9"
groups = ["main"]
markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
markers = "python_version <= \"3.11\""
files = [
{file = "webcolors-24.11.1-py3-none-any.whl", hash = "sha256:515291393b4cdf0eb19c155749a096f779f7d909f7cceea072791cb9095b92e9"},
{file = "webcolors-24.11.1.tar.gz", hash = "sha256:ecb3d768f32202af770477b8b65f318fa4f566c22948673a977b00d589dd80f6"},
......@@ -3853,7 +3975,7 @@ description = "Character encoding aliases for legacy web content"
optional = false
python-versions = "*"
groups = ["main"]
markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
markers = "python_version <= \"3.11\""
files = [
{file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
{file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
......@@ -3866,7 +3988,7 @@ description = "WebSocket client for Python with low level API options"
optional = false
python-versions = ">=3.8"
groups = ["main"]
markers = "python_version <= \"3.11\" or python_version >= \"3.12\""
markers = "python_version <= \"3.11\""
files = [
{file = "websocket_client-1.8.0-py3-none-any.whl", hash = "sha256:17b44cc997f5c498e809b22cdf2d9c7a9e71c02c8cc2b6c56e7c2d1239bfa526"},
{file = "websocket_client-1.8.0.tar.gz", hash = "sha256:3239df9f44da632f96012472805d40a23281a991027ce11d2f45a6f24ac4c3da"},
......@@ -3879,5 +4001,5 @@ test = ["websockets"]
[metadata]
lock-version = "2.1"
python-versions = "^3.10"
content-hash = "9380bafb83e9da64fffe841a7616ce3adb2af012024ffa8d9a8854d3eae49309"
python-versions = ">=3.10,<3.12"
content-hash = "58e88e94c8d6e9bb705c565504c3e155022c18448a252ad6f8212d39d318546d"
pyproject.toml
+ 2
− 1
View file @ 81d51366
......@@ -7,7 +7,7 @@ license = "MIT"
readme = "README.md"
[tool.poetry.dependencies]
python = "^3.10"
python = ">=3.10,<3.12"
jupyterlab = "^4.3.5"
scikit-learn = "^1.2.0"
pandas = "^2.2.3"
......@@ -23,6 +23,7 @@ torchvision = "^0.21.0"
torchaudio = "^2.6.0"
lime = "^0.2.0.1"
scikit-image = "^0.25.2"
cyclic-boosting = "^1.4.0"
[tool.poetry.group.dev.dependencies]
......
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