{"id":36675,"date":"2025-01-16T08:00:18","date_gmt":"2025-01-16T00:00:18","guid":{"rendered":"https:\/\/17aitech.com\/?p=36675"},"modified":"2025-01-16T08:00:18","modified_gmt":"2025-01-16T00:00:18","slug":"%e5%88%9a%e5%88%9a%ef%bc%8c%e8%b0%b7%e6%ad%8c%e5%ae%a3%e5%b8%8335%e5%b2%81keras%e4%b9%8b%e7%88%b6francois-chollet%e7%a6%bb%e8%81%8c","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36675","title":{"rendered":"\u521a\u521a\uff0c\u8c37\u6b4c\u5ba3\u5e0335\u5c81Keras\u4e4b\u7236Francois Chollet\u79bb\u804c"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u521a\u521a\uff0c\u8c37\u6b4c\u5ba3\u5e0335\u5c81Keras\u4e4b\u7236Francois Chollet\u79bb\u804c<\/a><\/p>\n

\u300c\u518d\u89c1\uff0c\u5e76\u611f\u8c22\u60a8\u4e00\u76f4\u4ee5\u6765\u7684\u5408\u4f5c\uff0cFrancois Chollet\uff01\u300d<\/section>\n
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\u4eca\u5929\uff0c\u4e00\u5c01\u53d1\u5e03\u4e8e Google for Developers \u7f51\u7ad9\u7684\u516c\u5f00\u4fe1\uff0c\u8ba9\u5f88\u591a\u4eba\u7565\u5fae\u9707\u60ca\u3002<\/section>\n
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\u300c\u4eca\u5929\uff0c\u6211\u4eec\u5ba3\u5e03 Keras \u7684\u521b\u59cb\u4eba\u3001\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u9886\u519b\u4eba\u7269 Francois Chollet \u5c06\u79bb\u5f00 Google\uff0c\u5f00\u59cb\u4ed6\u804c\u4e1a\u751f\u6daf\u7684\u65b0\u7bc7\u7ae0\u3002\u867d\u7136\u6211\u4eec\u5bf9\u4ed6\u7684\u79bb\u53bb\u611f\u5230\u60b2\u4f24\uff0c\u4f46\u6211\u4eec\u4e3a\u4ed6\u7684\u5de8\u5927\u8d21\u732e\u611f\u5230\u65e0\u6bd4\u81ea\u8c6a\uff0c\u5e76\u5f88\u9ad8\u5174\u770b\u5230\u4ed6\u7684\u4e0b\u4e00\u4e2a\u6210\u5c31\u3002\u300d<\/section>\n
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\u516c\u5f00\u4fe1\u4e4b\u5916\uff0c\u518d\u6ca1\u6709\u4e0e Francois Chollet \u79bb\u804c\u76f8\u5173\u7684\u66f4\u591a\u4fe1\u606f\uff0c\u4ed6\u672c\u4eba\u4e5f\u5c1a\u672a\u5728\u4efb\u4f55\u6e20\u9053\u8fdb\u884c\u56de\u5e94\u3002<\/section>\n
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Keras \u62e5\u6709 200 \u591a\u4e07\u7528\u6237\uff0c\u5df2\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u5f00\u53d1\u7684\u57fa\u77f3\uff0c\u5b83\u7b80\u5316\u4e86\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e76\u4f7f\u9876\u5c16\u6280\u672f\u7684\u83b7\u53d6\u66f4\u52a0\u6c11\u4e3b\u5316\u3002\u4ece Waymo \u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff0c\u5230\u4f60\u6bcf\u5929\u7684 YouTube\u3001Netflix \u548c Spotify \u63a8\u8350\uff0c\u5b83\u4e3a\u8c37\u6b4c\u548c\u5168\u7403\u7684\u4f17\u591a\u5e94\u7528\u63d0\u4f9b\u4e86\u52a8\u529b\u3002<\/section>\n
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\u91cd\u8981\u7684\u662f\uff0cFrancois \u5c06\u7ee7\u7eed\u81f4\u529b\u4e8e Keras \u7684\u672a\u6765\uff0c\u5e76\u7ee7\u7eed\u652f\u6301 JAX\u3001TensorFlow \u548c PyTorch\u3002\u4ed6\u5c06\u7ee7\u7eed\u4e3a\u8be5\u9879\u76ee\u505a\u51fa\u8d21\u732e\uff0c\u5e76\u76d1\u7763\u5176\u8def\u7ebf\u56fe\u3002Google \u7684 Keras \u56e2\u961f\u5c06\u7ee7\u7eed\u5728\u5f00\u6e90\u793e\u533a\u4e0e Francois \u5408\u4f5c\uff0c\u5e76\u795d\u613f\u4ed6\u5728\u672a\u6765\u7684\u5de5\u4f5c\u4e2d\u4e00\u5207\u987a\u5229\u3002<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n<\/section>\n
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Google \u5bf9 Keras 3 \u7684\u6301\u7eed\u6295\u5165\u8868\u660e\u4e86\u6211\u4eec\u652f\u6301\u4e3b\u8981 ML \u6846\u67b6\u5e76\u4e3a ML \u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u6846\u67b6\u53ef\u9009\u6027\u7684\u627f\u8bfa\u3002\u6211\u4eec\u6700\u8fd1\u63a8\u51fa\u7684 Keras Hub \u4e5f\u662f\u671d\u7740\u5b9e\u73b0\u5f3a\u5927\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u8bbf\u95ee\u6c11\u4e3b\u5316\u548c\u52a0\u901f\u521b\u65b0\u591a\u6a21\u6001\u5e94\u7528\u5f00\u53d1\u8fc8\u51fa\u7684\u91cd\u8981\u4e00\u6b65\u3002<\/section>\n
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Francois\uff0c\u611f\u8c22\u4f60\u6240\u505a\u7684\u4e00\u5207\u3002\u4f60\u7684\u8d21\u732e\u4e3a\u673a\u5668\u5b66\u4e60\u6846\u67b6\u548c\u66f4\u5e7f\u6cdb\u7684\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7559\u4e0b\u4e86\u4e0d\u53ef\u78e8\u706d\u7684\u5370\u8bb0\u3002\u6211\u4eec\u9f13\u52b1\u5927\u5bb6\u7ee7\u7eed\u5173\u6ce8 Francois\u3002<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n
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Francois Chollet 1989 \u5e74\u51fa\u751f\u4e8e\u6cd5\u56fd\uff0c2012 \u5e74\u6bd5\u4e1a\u4e8e\u5df4\u9ece\u7406\u5de5\u5b66\u9662\uff0c\u83b7\u5f97\u5de5\u7a0b\u7855\u58eb\u5b66\u4f4d\uff0c\u76ee\u524d 35 \u5c81\u3002<\/section>\n
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2015 \u5e74 3 \u6708 27 \u65e5\uff0c\u8eab\u4e3a\u8c37\u6b4c\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u7684 Francois Chollet \u5728\u5176 GitHub \u4e0a\u63d0\u4ea4\u5e76\u516c\u5e03\u4e86 Keras \u7684\u9996\u4e2a\u7248\u672c\u3002\u4e00\u5f00\u59cb\uff0cFrancois \u5f00\u53d1 Keras \u662f\u4e3a\u4e86\u65b9\u4fbf\u81ea\u5df1\u7684\u7814\u7a76\u548c\u5b9e\u9a8c\u3002\u4f46\u968f\u7740\u6df1\u5ea6\u5b66\u4e60\u7684\u666e\u53ca\uff0c\u8bb8\u591a\u5f00\u53d1\u4eba\u5458\u3001\u7a0b\u5e8f\u5458\u548c\u673a\u5668\u5b66\u4e60\u4ece\u4e1a\u4eba\u5458\u90fd\u56e0\u5176\u6613\u4e8e\u4f7f\u7528\u7684 API \u800c\u6d8c\u5411 Keras\u3002<\/section>\n
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\u4e3a\u4f7f\u7528\u7eaf Python \u7f16\u5199\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0cKeras \u7684\u4ee3\u7801\u66f4\u52a0\u7b80\u5355\u65b9\u4fbf\uff0c\u9002\u7528\u4e8e\u521d\u5b66\u8005\u3002\u6b64\u5916\uff0cKeras \u5177\u6709\u5f88\u5f3a\u7684\u6613\u6269\u5c55\u6027\uff0c\u80fd\u591f\u76f4\u89c2\u5730\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\uff0c\u51fd\u6570\u5f0f API \u7684\u4f7f\u7528\u4ee4\u7528\u6237\u53ef\u4ee5\u5c06\u5c42\u5b9a\u4e49\u4e3a\u51fd\u6570\u3002<\/section>\n
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\u4e3a\u4e86\u8bad\u7ec3\u81ea\u5df1\u7684\u81ea\u5b9a\u4e49\u795e\u7ecf\u7f51\u7edc\uff0cKeras \u9700\u8981\u4e00\u4e2a\u540e\u7aef\u3002\u5728 v1.1.0 \u4e4b\u524d\uff0cKeras \u7684\u9ed8\u8ba4\u540e\u7aef\u90fd\u662f Theano\u3002\u8c37\u6b4c\u53d1\u5e03 TensorFlow \u540e\uff0cKeras \u5f00\u59cb\u652f\u6301 TensorFlow \u4f5c\u4e3a\u540e\u7aef\u3002TensorFlow 2.0 \u53d1\u5e03\u65f6\uff0c\u8c37\u6b4c\u5ba3\u5e03 Keras \u6210\u4e3a TensorFlow \u7684\u5b98\u65b9\u9ad8\u7ea7 API\u3002<\/section>\n
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\u4e0d\u8fc7\uff0c\u9886\u57df\u5185\u7684\u5f88\u591a\u5f00\u53d1\u8005\u6307\u51fa\uff0c\u4e8c\u8005\u7684\u5408\u5e76\u4e0d\u662f\u4e00\u4e2a\u53cc\u8d62\u7684\u7ed3\u679c\uff0c\u751a\u81f3\u8868\u793a\u300cKeras \u5df2\u7ecf\u88ab\u8c37\u6b4c\u6740\u6b7b\u4e86\u300d<\/a>\u3002\u540e\u7eed\u662f\uff1a\u5728 2021 \u5e74\uff0cFrancois \u5c06 Keras \u7684\u4ee3\u7801\u4ece TensorFlow \u4ee3\u7801\u5e93\u4e2d\u5206\u79bb\u51fa\u6765<\/a>\uff0c\u79fb\u56de\u5230\u4e86\u81ea\u5df1\u7684 repo\u3002<\/section>\n
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\u5728 Keras \u4e4b\u5916\uff0cFrancois \u4ece\u672a\u505c\u6b62\u8fc7\u5bf9\u524d\u6cbf\u6280\u672f\u7684\u63a2\u7d22\u3002<\/section>\n
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2019 \u5e74\uff0cFrancois \u53d1\u5e03\u4e86\u901a\u7528\u4eba\u5de5\u667a\u80fd\u62bd\u8c61\u4e0e\u63a8\u7406\u8bed\u6599\u5e93 (ARC-AGI) \u57fa\u51c6\uff0c\u8be5\u57fa\u51c6\u8861\u91cf\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u89e3\u51b3\u65b0\u9896\u63a8\u7406\u95ee\u9898\u7684\u80fd\u529b\u3002<\/section>\n
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ARC \u770b\u8d77\u6765\u5f88\u50cf IQ \u6d4b\u8bd5\uff0c\u5b83\u662f\u4e00\u7ec4\u63a8\u7406\u4efb\u52a1\uff0c\u5176\u4e2d\u6bcf\u4e00\u4e2a\u4efb\u52a1\u901a\u8fc7\u5c11\u91cf\u5c55\u793a\uff08\u901a\u5e38\u662f\u4e09\u4e2a\uff09\u6765\u89e3\u91ca\uff0c\u4f60\u80fd\u591f\u57fa\u4e8e\u8fd9\u4e9b\u5c55\u793a\u5b66\u4e60\u5982\u4f55\u5b8c\u6210\u4efb\u52a1\u3002ARC \u4e3b\u5f20\u8bc4\u4f30\u7cfb\u7edf\u6240\u7528\u7684\u6bcf\u4e00\u4e2a\u4efb\u52a1\u90fd\u5e94\u5f53\u662f\u5168\u65b0\u7684\uff0c\u4e14\u53ea\u80fd\u4f7f\u7528\u7c7b\u4f3c\u4eba\u7c7b\u5148\u5929\u77e5\u8bc6\u7684\u77e5\u8bc6\u7c7b\u578b\u3002<\/section>\n
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\u4eba\u7c7b\u53ef\u4ee5\u89e3\u51b3\u6240\u6709 ARC \u4efb\u52a1\uff0c\u4e14\u65e0\u9700\u4efb\u4f55\u6587\u5b57\u89e3\u91ca\u6216\u5148\u9a8c\u8bad\u7ec3\uff0c\u4f46\u5f53\u65f6\u7684\u6240\u6709 AI \u6280\u672f\u90fd\u65e0\u6cd5\u89e3\u51b3 ARC \u4efb\u52a1\u30022024 \u5e74\uff0cFrancois \u53d1\u8d77\u4e86 ARC Prize\uff0c\u8fd9\u662f\u4e00\u9879\u5956\u91d1 100 \u4e07\u7f8e\u5143\u7684\u7ade\u8d5b\uff0c\u65e8\u5728\u89e3\u51b3 ARC-AGI \u57fa\u51c6\u3002<\/section>\n
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\u8fd9\u51e0\u5e74\uff0c\u4f34\u968f\u7740 Scaling Law \u7b49\u6982\u5ff5\u7684\u9a8c\u8bc1\uff0c\u5927\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u4e5f\u5728\u7a81\u98de\u731b\u8fdb\u3002\u4f46\u5373\u4f7f\u5bf9\u4e8e\u6700\u65b0\u7684 OpenAI o1 \u6765\u8bf4\uff0cARC Prize \u6d4b\u8bd5\u4ecd\u7136\u662f\u53ef\u671b\u4e0d\u53ef\u53ca\u7684\u9ad8\u5cf0\u3002\u8fd9\u4e5f\u518d\u6b21\u5370\u8bc1\u4e86 Francois \u5f53\u521d\u63d0\u51fa ARC \u57fa\u51c6\u7684\u524d\u77bb\u6027\u3002\u5c31\u5728\u4eca\u5e74\u7684 9 \u6708\uff0cFrancois \u8fd8\u88ab\u300a\u65f6\u4ee3\u300b\u6742\u5fd7\u8bc4\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u6700\u5177\u5f71\u54cd\u529b\u7684 100 \u4eba\u4e4b\u4e00\u3002<\/section>\n
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