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Python鏈哄櫒瀛︿範(fàn)瀹炴垬妗堜緥 璧靛崼涓?PDF 涓嬭澆
涓嬭澆鍦板潃錛?/strong>
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鐢ㄦ埛涓嬭澆璇存槑錛?/strong>
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鐩稿叧鎴浘錛?br />  璧勬枡綆€浠嬶細(xì) 銆奝ython鏈哄櫒瀛︿範(fàn)瀹炴垬妗堜緥銆嬪熀浜?Python璇█,瀹炵幇浜?0涓吀 鍨嬬殑瀹炴垬妗堜緥,鍏跺唴瀹規(guī)兜鐩栦簡鏈哄櫒瀛︿範(fàn)鐨勫熀紜€綆楁硶,涓昏鍖呮嫭緇熻瀛︿範(fàn)鍩虹銆佸垎綾匯€佽礉鍙舵柉緗戠粶銆佹枃鏈垎鏋愩€?鍥懼儚澶勭悊絳夋満鍣ㄥ涔?fàn)鐞嗚銆?/span> 璧勬枡鐩綍錛?/strong>
絎?绔犻泦瑁呯鍗遍櫓鍝佺瀿鎶ラ嫻?/span>
1.1涓氬姟鑳屾櫙鍒嗘瀽
1.2鏁版嵁鎻愬彇
1.3鏁版嵁棰勫鐞?/span>
1.3.1鏁版嵁闆嗘垚
1.3.2鏁版嵁娓呮礂
1.3.3鏁版嵁鍙樻崲
1.3.4鏁版嵁紱繪暎鍖?/span>
1.3.5鐗瑰緛閲嶈鎬х瓫閫?/span>
1.3.6鏁版嵁騫寵
1.4鍗遍櫓鍝佺瀿鎶ラ嫻嬪緩妯?/span>
1.5妯″瀷璇勪及
絎?绔犱繚闄╀駭鍝佹帹鑽?/span>
2.1涓氬姟鑳屾櫙鍒嗘瀽
2.2鏁版嵁鎺㈢儲
2.3鏁版嵁棰勫鐞?/span>
2.4鍒嗙被妯″瀷鏋勫緩
2.5騫寵 鏁版嵁闆?/span>
2.6綆楁硶璋冨弬
2.7妯″瀷姣旇緝
絎?绔犲浘涔︾被鐩嚜鍔ㄦ爣寮曠郴緇?/span>
3.1涓氬姟鑳屾櫙鍒嗘瀽
3.2鏁版嵁鎻愬彇
3.3鏁版嵁棰勫鐞?/span>
3.4鍩轟簬璐濆彾鏂垎綾葷殑鏂囩尞鏍囧紩
3.4.1澧為噺璁粌
3.4.2鐗瑰緛闄嶇淮涓庢秷姝?/span>
3.4.3鏉冮噸璋冭妭
3.5鎬ц兘璇勪及涓庣粨璁?/span>
3.6鍩轟簬BERT綆楁硶鐨勬枃鐚爣寮?/span>
3.6.1鏁版嵁棰勫鐞?/span>
3.6.2鏋勫緩璁粌闆?/span>
3.6.3妯″瀷瀹炵幇
絎?绔犲熀浜庡垎綾葷畻娉曠殑瀛︿範(fàn)澶辮觸棰勮
4.1涓氬姟鑳屾櫙鍒嗘瀽
4.2瀛︿範(fàn)澶辮觸椋庨櫓棰勬祴嫻佺▼
4.3鏁版嵁鏀墮泦
4.4鏁版嵁棰勫鐞?/span>
4.4.1鏁版嵁鎺㈡煡鍙婄壒寰侀€夋嫨
4.4.2鏁版嵁闆嗗垝鍒嗗強涓嶅鉤琛℃牱鏈鐞?/span>
4.4.3鏍鋒湰鐢熸垚鍙婃爣鍑嗗寲澶勭悊
4.5闅忔満媯灄綆楁硶
4.5.1緗戞牸鎼滅儲鍙婃ā鍨嬭緇?/span>
4.5.2緇撴灉鍒嗘瀽涓庡彲瑙嗗寲
4.5.3鐗瑰緛閲嶈鎬у垎鏋?/span>
4.5.4涓庡叾浠栫畻娉曟瘮杈?/span>
絎?绔犺嚜鐒惰璦€澶勭悊鎶€鏈疄渚?/span>
5.1涓氬姟鑳屾櫙鍒嗘瀽
5.2鍒嗘瀽妗嗘灦
5.3鏁版嵁鏀墮泦
5.4寤虹珛妯″瀷
5.4.1鏂囨湰鍒嗚瘝
5.4.2涓婚璇嶆彁鍙?/span>
5.4.3鎯呮劅鍒嗘瀽
5.4.4璇箟瑙掕壊鏍囪
5.4.5璇█妯″瀷
5.4.6璇嶅悜閲忔ā鍨媁ord2vec
絎?绔犲熀浜庢爣絳劇殑淇℃伅鎺ㄨ崘緋葷粺
6.1涓氬姟鑳屾櫙鍒嗘瀽
6.2鏁版嵁棰勫鐞?/span>
6.2.1鐜版湁緋葷粺鐜扮姸
6.2.2鏁版嵁棰勫鐞?/span>
6.3鍐呭鍒嗘瀽
6.4鍩轟簬鍗忓悓榪囨護(hù)鎺ㄨ崘
6.4.1鐢ㄦ埛鍋忓ソ鐭╅樀鏋勫緩
6.4.2鐢ㄦ埛鐩鎬技搴﹀害閲?/span>
6.5鍩轟簬鐢ㄦ埛鍏磋叮鎺ㄨ崘
6.6“鍐峰惎鍔?rdquo;闂涓庢販鍚堢瓥鐣?/span>
6.6.1鍐峰惎鍔ㄩ棶棰樺垎鏋?/span>
6.6.2娣峰悎絳栫暐
絎?绔犲揩閿€琛屼笟瀹㈡埛琛屼負(fù)鍒嗘瀽涓庢祦澶遍璀?/span>
7.1涓氬姟鑳屾櫙鍒嗘瀽
7.2鏁版嵁棰勫鐞?/span>
7.2.1鏁版嵁鏁寸悊
7.2.2鏁版嵁緇熻涓庢帰鏌?/span>
7.3鐢ㄦ埛琛屼負(fù)鍒嗘瀽
7.3.1鐢ㄦ埛嫻佸け椋庨櫓璇勪及
7.3.2嫻佸け椋庨櫓棰勮妯″瀷闆嗘垚
絎?绔犲熀浜庢繁搴﹀涔?fàn)鐨勫泟囪瘑鍒p葷粺
8.1涓氬姟鑳屾櫙鍒嗘瀽
8.2鍥劇墖璇嗗埆鎶€鏈柟妗?/span>
8.3鍥劇墖棰勫鐞?mdash;—琛ㄦ牸鏃嬭漿
8.4鍥劇墖棰勫鐞?mdash;—琛ㄦ牸鎻愬彇
8.5鍩轟簬PaddlePaddle妗嗘灦鐨勬枃鏈瘑鍒?/span>
8.5.1鐜瀹夎
8.5.2妯″瀷璁捐
8.5.3妯″瀷璁粌
8.5.4妯″瀷浣跨敤
8.6鍩轟簬瀵嗛泦鍗風(fēng)Н緗戠粶鐨勬枃鏈瘑鍒ā鍨?/span>
8.6.1璁粌鏁版嵁鐢熸垚
8.6.2DenseNet妯″瀷璁粌
8.6.3鏂囨湰璇嗗埆妯″瀷璋冪敤
絎?绔犺秴鍒嗚鯨鐜囧浘鍍忛噸寤?/span>
9.1鏁版嵁鎺㈢儲
9.2鏁版嵁棰勫鐞?/span>
9.2.1鍥懼儚灝哄璋冩暣
9.2.2杞藉叆鏁版嵁
9.2.3鍥懼儚棰勫鐞?/span>
9.2.4鎸佷箙鍖栨祴璇曟暟鎹?/span>
9.3妯″瀷璁捐
9.3.1孌嬪樊鍧?/span>
9.3.2涓婇噰鏍?PixelShuffler
9.3.3鐢熸垚鍣?/span>
9.3.4鍒ゅ埆鍣?/span>
9.3.5鎹熷け鍑芥暟涓庝紭鍖栧櫒瀹氫箟
9.3.6璁粌榪囩▼
9.4瀹為獙璇勪及
絎?0绔犱漢綾繪椿鍔ㄨ瘑鍒?/span>
10.1涓氬姟鑳屾櫙鍒嗘瀽
10.2鏁版嵁鎺㈢儲
10.3鏁版嵁棰勫鐞?/span>
10.4妯″瀷鏋勫緩
10.5妯″瀷璇勪及
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鑻忓叕緗戝畨澶?32061202001004鍙?/p>
