[39] 模式识别/机器学习/优化 - 随笔分类(第2页) - emanlee

GitHub：深度学习最全资料集锦

摘要：https://zhuanlan.zhihu.com/p/64361703 https://github.com/ChristosChristofidis/awesome-deep-learning Table of Contents Books Courses Videos and Lecture 阅读全文

posted @ 2021-06-03 23:27 emanlee 阅读(190) 评论(0) 推荐(0)

科研学术：深度学习机器学习顶会（顶级会议）

摘要：计算机视觉 Computer Vision 会议： AAAI: AAAI Conference on Artificial IntelligenceACCV: Asian Conference on Computer VisionACM MM: ACM International Conferenc 阅读全文

posted @ 2021-06-03 19:25 emanlee 阅读(921) 评论(0) 推荐(0)

Contrastive Learning（CL，对比学习）

摘要：最近深度学习两巨头 Bengio 和 LeCun 在 ICLR 2020 上点名 Self-Supervised Learning（SSL，自监督学习）是 AI 的未来，而其的代表的 Framework 便是 Contrastive Learning（CL，对比学习）。另一巨头 Hinton 和阅读全文

posted @ 2021-06-01 19:36 emanlee 阅读(1056) 评论(0) 推荐(0)

OP_REQUIRES failed at save_restore_v2_ops.cc:109 : Permission denied: model/variables/variables_t emp; Permission denied

摘要：2021-06-01 10:32:15.183997: W tensorflow/python/util/util.cc:348] Sets are not currently considered sequences, but this may change in the future, so c 阅读全文

posted @ 2021-06-01 15:56 emanlee 阅读(694) 评论(0) 推荐(0)

module 'tensorflow.compat.v2' has no attribute '__internal__

摘要：from keras.utils import to_categorical module 'tensorflow.compat.v2' has no attribute '__internal__ from keras.utils import to_categorical $ python te 阅读全文

posted @ 2021-05-31 23:06 emanlee 阅读(5418) 评论(0) 推荐(0)

深度学习相关问题的记录：验证集loss上升，准确率却上升

摘要：验证集loss上升，准确率却上升验证集loss上升，acc也上升这种现象很常见，原因是过拟合或者训练验证数据分布不一致导致，即在训练后期，预测的结果趋向于极端，使少数预测错的样本主导了loss，但同时少数样本不影响整体的验证acc情况。ICML2020发表了一篇文章：《Do We Need Zer 阅读全文

posted @ 2021-05-26 22:51 emanlee 阅读(9482) 评论(0) 推荐(1)

安装 TFLearn

摘要：确保 tensorflow 成功安装 conda install numpy pandas jupyter notebook matplotlibconda install scipy h5pypip install TFLearn 阅读全文

posted @ 2021-03-07 22:07 emanlee 阅读(162) 评论(0) 推荐(0)

'Failed to import pydot. You must `pip install pydot` and install graphviz

摘要：import pydotimport graphviz from keras.utils import plot_model plot_model(model, to_file='model.png') ('Failed to import pydot. You must `pip install 阅读全文

posted @ 2021-03-05 08:32 emanlee 阅读(3518) 评论(0) 推荐(1)

Failed to install 'TwoSampleMR' from GitHub

摘要：R Run as Administrator: install.packages('devtools') install.packages("fansi") library('devtools') install_github("MRCIEU/ieugwasr") install_github("W 阅读全文

posted @ 2021-03-03 16:16 emanlee 阅读(1580) 评论(0) 推荐(0)

prophet Building wheel for fbprophet (setup.py) ... error

摘要：Building wheels for collected packages: fbprophet Building wheel for fbprophet (setup.py) ... error ERROR: Command errored out with exit status 1: com 阅读全文

posted @ 2021-03-02 21:08 emanlee 阅读(1950) 评论(0) 推荐(0)

KEIL warning: #1-D: last line of file ends without a newline

摘要：.c(49): warning: #1-D: last line of file ends without a newline 最后一行回车后还要保证是在第一列，新一行不能有空格等空字符才能不出此警告这是KEIL的bug：需要代码文件的最后两行为空行，并且没有空格。阅读全文

posted @ 2021-03-01 16:49 emanlee 阅读(2044) 评论(0) 推荐(0)

Input tensors to a Functional must come from `tf.keras.Input`.

摘要：attention_vector = np.mean(get_activations(m, testing_inputs_1, print_shape_only=True, layer_name='attention_vec')[0], axis=2).squeeze()funcs = [K.fun 阅读全文

posted @ 2021-02-27 10:47 emanlee 阅读(1593) 评论(2) 推荐(0)

Fail to find the dnn implementation node CudnnRNN

摘要：tensorflow.python.framework.errors_impl.UnknownError: Fail to find the dnn implementation. [[{{node CudnnRNN}}]] [[model/lstm/PartitionedCall]] [Op:__ 阅读全文

posted @ 2021-02-26 23:39 emanlee 阅读(1356) 评论(0) 推荐(0)

Keras TypeError: ('Keyword argument not understood:', 'input')

摘要：TypeError: ('Keyword argument not understood:', 'input') model = Model(input=[inputs], output=output) 报错信息TypeError: ('Keyword argument not understood 阅读全文

posted @ 2021-02-26 23:38 emanlee 阅读(5330) 评论(0) 推荐(1)

keras中 keras.layers merge is not callable （keras.layers.concatenate）

摘要：旧版本中： from keras.layers import merge merge6 = merge([layer1,layer2], mode = 'concat', concat_axis = 3)新版本中： from keras.layers.merge import concatenate 阅读全文

posted @ 2021-02-26 23:32 emanlee 阅读(307) 评论(0) 推荐(0)

如何查看windows的CUDA版本

posted @ 2021-02-26 23:11 emanlee 阅读(1960) 评论(0) 推荐(0)

Not creating XLA devices, tf_xla_enable_xla_devices not set TypeError: 'module' object is not callable

摘要：2021-02-26 22:54:13.146272: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1406] Created TensorFlow device (/job:localhost/replica:0/task:0/device 阅读全文

posted @ 2021-02-26 22:58 emanlee 阅读(3443) 评论(0) 推荐(0)

conda install keras

摘要：conda install keras 阅读全文

posted @ 2021-02-26 22:09 emanlee 阅读(128) 评论(0) 推荐(0)

module 'pandas' has no attribute 'rolling_mean'

摘要：change: moving_avg = pd.rolling_mean(ts_log,12) to: moving_avg = ts_log.rolling(12).mean() 阅读全文

posted @ 2021-02-22 09:48 emanlee 阅读(1020) 评论(0) 推荐(0)

TypeError: fit() got an unexpected keyword argument 'nb_epoch'

摘要：model.fit(trainX, trainY, nb_epoch=200, batch_size=2, verbose=2) It's just epochs now. nb_epoch was deprecated years ago. 把 nb_epoch 修改为 epochs 阅读全文

posted @ 2021-02-22 09:25 emanlee 阅读(4757) 评论(0) 推荐(0)

随笔分类 - [39] 模式识别/机器学习/优化