确认Python环境是否已安装tensorflow_probability库: 您可以通过在Python环境中运行以下命令来检查 tensorflow_probability 是否已安装: bash pip show tensorflow_probability 如果已安装,该命令将显示 tensorflow_probability 的详细信息,包括版本号。如果未安装,则需要执行
在以下 TFP 代码示例中(前往 Colab 查看完整代码),我们使用二项分布对您在 12 个月结束时的信用卡利率进行建模。具体来说,我们将使用 TensorFlow Probability 二项分布类,其中包含以下参数:total_count = 8(试验或会议次数),probs = {0.6, 0.7, 0.8, 0.9},表示我们对美联储在每次会议上将联邦基金利率上调 0....
I tried running your code on Colab using TensorFlow2.13.0it is working as expected and2.18.0faced the same issue like you. The main cause might be version compatibility. When using GPflow, you need to install the GPflow package along with its dependencies TensorFlow and TensorFlow Probability en...
问tensorflow图形模式下tfp.distributions.Categorical.log_prob的解决方法/回退值EN近年来，可嵌入到神经网...
Probabilistic reasoning and statistical analysis in TensorFlow - probability/HLM_TFP_R_Stan.ipynb at main · tensorflow/probability
问tfp.mcmc.HamiltonianMonteCarlo在Tensorflow概率中不起作用ENPython 是一种强大而灵活的编程语言，它提供...
我们将在本文中探讨所有金融模型中固有的三类误差,并会以 Tensorflow Probability (TFP) 中的简单模型作为例子来进行说明。金融学并非物理学亚当·斯密是公认的现代经济学 查看tf模型权重 人工智能 建模 正态分布 二项分布 转载 技术笔耕者 2024-04-29 12:14:31...
我们可以认为bijectors有一个固有的min_event_ndims,这个参数(数字)是这个bijectors操作的数据的最小维度。 例如,Cholesky 分解对象是矩阵,所以min_event_ndims=2 常见的bijectors AffineScalar:min_event_ndims=0 Affine:min_event_ndims=1 Cholesky:min_event_ndims=2 ...
2 changes: 1 addition & 1 deletion 2 tensorflow_probability/python/version.py Original file line numberDiff line numberDiff line change @@ -24,7 +24,7 @@ # stable release (indicated by `_VERSION_SUFFIX = ''`). Outside the context of a # release branch, the current version is by ...
from tensorflow_probability.substrates.jax import ( @@ -113,6 +114,7 @@ def make_kernel_fn(target_log_prob_fn): ) @pytest.mark.skip(reason="Waiting for the next tfp release") @pytest.mark.parametrize( "kernel, kwargs", [ @@ -166,6 +168,7 @@ def model(data): assert_allclose(...