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PyTorch深度学习项目实战案例

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椤圭洰閾炬帴

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?浣跨敤鏂囧績澶фā鍨婨RNIE-ViLG鐢熸垚鍥剧墖 | 绗?渚?/p>

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馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?Python+OpenCV+MediaPipe瀹炴椂浜烘祦妫€娴?| 绗?渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?浣跨敤PyTorch瀹炵幇楠岃瘉鐮佽瘑鍒?| 绗?渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍒╃敤pytorch闀跨煭鏈熻蹇嗙綉缁淟STM瀹炵幇鑲$エ棰勬祴鍒嗘瀽 | 绗?渚?/p>

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馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬pytorch浣跨敤LSTM杩涜鏂囨湰鎯呮劅鍒嗘瀽 | 绗?渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬pytorch浣跨敤LSTM杩涜璋h█妫€娴?| 绗?渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬pytorch浣跨敤LSTM瀹炵幇鏂伴椈鏈枃鍒嗙被浠诲姟 | 绗?渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬pytorch浣跨敤LSTM瀹炵幇鏂囨湰鍖归厤浠诲姟 | 绗?0渚?/p>

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馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬vgg16杩涜杩佺Щ瀛︿範鏈嶈鍒嗙被 | 绗?2渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬Inception v2瀹炵幇鍒ゅ埆mnist鎵嬪啓鏁版嵁闆?| 绗?3渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬LSTM瀹炵幇鏄ヨ仈涓婅仈瀵逛笅鑱?| 绗?4渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬璇嶇骇ngram鐨勮瘝琚嬫ā鍨嬪twitter鏁版嵁杩涜鎯呮劅鍒嗘瀽 | 绗?5渚?/p>

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馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬鐗瑰緛宸ョ▼瀹屾垚瀵硅捶娆炬暟鎹泦Lending Club鐨勯澶勭悊 | 绗?7渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬鑱氱被绠楁硶瀹屾垚鑸┖鍏徃瀹㈡埛浠峰€煎垎鏋愪换鍔?| 绗?8渚?/p>

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馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鑱氱被绠楁硶鐢ㄤ簬闄嶇淮锛孠Means鐨勭煝閲忛噺鍖栧簲鐢紙鍥剧墖鍘嬬缉锛?绗?0渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬KMeans銆丏BSCAN鏂伴椈鑱氱被鍒嗙兢 | 绗?1渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬閫昏緫鍥炲綊鏂规硶瀹屾垚鍨冨溇閭欢杩囨护浠诲姟 | 绗?2渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬ResNet18瀹炵幇鏄嗚櫕鍒嗙被浠诲姟 | 绗?3渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬TF-IDF涓庨€昏緫鍥炲綊妯″瀷瀹炵幇鏂囨湰瀹炰綋鍏崇郴鎶藉彇浠诲姟 | 绗?4渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬Bi-LSTM涓嶤RF瀹炵幇涓枃鍛藉悕瀹炰綋璇嗗埆浠诲姟 | 绗?5渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬鍙屽悜BiLSTM瀹炵幇寰敓鐗╁浘鍍忓垎绫?| 绗?6渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬RNN瀹炵幇寰崥鐑偣鏂伴椈鍒嗙被 | 绗?7渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬BiGRU鐭湡鐢靛姏璐熻嵎棰勬祴鏂规硶 | 绗?8渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬UNet瀵笵RIVE瑙嗙綉鑶滆繘琛屽浘鍍忓垎鍓?| 绗?9渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬UNet瀹炵幇琛€绠$槫瓒呭0鍥惧儚鍒嗗壊 | 绗?0渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬ResNet101瀹炵幇鐚寸棙鐥呮瘨璇嗗埆浠诲姟 | 绗?1渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬ShuffleNet瀹炵幇涓崏鑽瘑鍒换鍔?| 绗?2渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?浣跨敤鏂囧績澶фā鍨婨RNIE-GEN-COUPLET涓€閿鑱旂敓鎴?| 绗?3渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬AnimeGAN妯″瀷鐢熸垚瀹磶楠忛鏍煎姩婕収鐗?| 绗?4渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬LSTM + 娉ㄦ剰鍔涙満鍒讹紙self-attention锛夎繘琛屽ぉ姘斿彉鍖栫殑鏃堕棿搴忓垪棰勬祴 | 绗?5渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬鑷敞鎰忓姏鏈哄埗锛圫elf-Attention锛夊twitter鏁版嵁杩涜鎯呮劅鍒嗘瀽 | 绗?6渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬TF-IDF涓嶬Means鐨勬捣閲忔柊闂绘枃鏈仛绫?| 绗?7渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬涓€缁村嵎绉疌onv1D杩涜澶╂皵鍙樺寲鐨勬椂闂村簭鍒楅娴?| 绗?8渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬GoogLeNet瀹炵幇楦熺被璇嗗埆浠诲姟 | 绗?9渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬涓€缁村嵎绉疌onv1D瀵圭數鍟嗚瘎璁烘暟鎹枃鏈儏鎰熷垎绫?| 绗?0渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬DenseNet121瀹炵幇26涓嫳鏂囧瓧姣嶈瘑鍒换鍔?| 绗?1渚?/p>

馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬Transformer瀹炵幇鐢靛奖璇勮鏄熺骇鍒嗙被浠诲姟 | 绗?2渚?/p>

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馃敆 銆怭yTorch娣卞害瀛︿範椤圭洰瀹炴垬100渚嬨€戔€斺€?鍩轰簬ResNet50瀹炵幇澶氱洰鏍囩編鍛宠泲绯曞浘鍍忓垎绫?| 绗?1渚?/p>

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