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algorithmicsuperintelligence/openevolve
OpenEvolve是一个开源进化编码代理，将大型语言模型（LLM）转化为自主代码优化器，通过进化算法自动发现和优化算法，实现代码性能的显著提升（如2-3倍加速），无需人工干预，支持从随机搜索到最先进算法的实时进化。
标签
alpha-evolve
alphacode
alphaevolve
coding-agent
deepmind
deepmind-lab
discovery
distributed-evolutionary-algorithms
evolutionary-algorithms
evolutionary-computation
genetic-algorithm
genetic-algorithms
iterative-methods
iterative-refinement
llm-engineering
llm-ensemble
llm-inference
openevolve
optimize
技术栈
examples/algotune python
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NumPy
Pandas
botorch
cryptography
cvxopt
cvxpy
cython
dace
dask
diffrax
ecos
faiss-cpu
google-generativeai
hdbscan
highspy
jax
jaxlib
line_profiler
litellm
networkx
numba
orjson
ortools
pillow
pot
psutil
pulp
pyaml
pylint
pyomo
python-sat
pythran
scikit-learn
scipy
sympy
toml
torch
examples/alphaevolve_math_problems/circle_packing_rect python
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NumPy
examples/alphaevolve_math_problems/erdos_min_overlap python
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NumPy
jax
optax
examples/alphaevolve_math_problems/first_autocorr_ineq python
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NumPy
jax
optax
examples/alphaevolve_math_problems/heilbronn_convex/13 python
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NumPy
scipy
examples/alphaevolve_math_problems/heilbronn_convex/14 python
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NumPy
jax
optax
examples/alphaevolve_math_problems/heilbronn_triangle python
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NumPy
examples/alphaevolve_math_problems/hexagon_packing/11 python
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NumPy
examples/alphaevolve_math_problems/hexagon_packing/12 python
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NumPy
examples/alphaevolve_math_problems/kissing_number python
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NumPy
examples/alphaevolve_math_problems/matmul python
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NumPy
jax
optax
examples/alphaevolve_math_problems/minimizing_max_min_dist/2 python
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NumPy
scipy
examples/alphaevolve_math_problems/minimizing_max_min_dist/3 python
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NumPy
scipy
examples/alphaevolve_math_problems/second_autocorr_ineq python
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NumPy
jax
optax
examples/alphaevolve_math_problems/sums_diffs_finite_sets python
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NumPy
jax
optax
examples/alphaevolve_math_problems/third_autocorr_ineq python
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NumPy
jax
optax
examples/alphaevolve_math_problems/uncertainty_ineq python
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NumPy
scipy
sympy
tqdm
examples/circle_packing python
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matplotlib
scipy
examples/circle_packing_with_artifacts python
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matplotlib
scipy
examples/function_minimization python
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scipy
examples/llm_prompt_optimization python
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datasets
openai
pyyaml
tqdm
examples/lm_eval python
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datasets
lm-eval
examples/mlx_metal_kernel_opt python
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NumPy
mlx
mlx-lm
psutil
pyyaml
scipy
examples/online_judge_programming python
网络
Requests
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lxml
examples/r_robust_regression python
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NumPy
examples/rust_adaptive_sort python
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NumPy
examples/rust_adaptive_sort/sort_test rust
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rand
0.9.2
examples/signal_processing python
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NumPy
PyWavelets
matplotlib
pykalman
scikit-learn
scipy
examples/tsp_tour_minimization python
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NumPy
click
torch
examples/web_scraper_optillm python
网络
Requests
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beautifulsoup4
lxml
scripts python
框架
Flask
截图
