Introduction A few years ago, I took over a demand forecasting model from a colleague who had left the company. The notebook ...

Overview:  Python’s extensive ecosystem supports everything from data preparation to model training. Go takes a different ...

Introduction A few years ago, I was assigned the task of classifying internal inquiry logs. At the time, I was running a ...

Step 1：准备模型（为自动调优改造模型） 改造的第一步，是把要被调优的模型放到一个 独立的脚本 中。原因是：这个脚本会在实验中 被并发地评估很多次 ，将来甚至可能被提交到分布式训练平台上运行。NNI 每次评估一组超参数称为一次 trial ，因此这个模型脚本也被称为 trial code。

Overview:  Deep learning uses multi-layer neural networks to learn patterns from data.CNNs, RNNs, LSTMs, transformers, and autoencoders support different t ...

The course will also include hands-on AI, ML and deep-learning tutorials, practical datasets and coding assistance from IIT Kanpur teaching assistants ...

TensorFlow is an end-to-end open source platform for machine learning. It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the ...