Posts

• Decoding LLM Metrics - A Mathematical Dive into Model Evaluation 🧮📊 By Hemanth on Dec 27, 2023

  Finding out best model is always a crucialtask, because just because of using wrong/improper evaluation metric we may sometimes end up with missing out best model that is performing out there!

  Tags: GenAILLMEvaluation Metrics

• Difference Between nn.Parameters and nn.Linear By Hemanth on Dec 2, 2022

  Difference Between nn.Parameters and nn.Linear

  Tags: PyTorch

• Activation Functions By Hemanth on Jun 3, 2020

  Activation functions are used to introduce non linearity in the model.

  Tags: DeepLearningActivation Functions

• Recurrent Neural Networks By Hemanth on Jun 1, 2020

  RNN is popularly used to train on sequential data, sequential may be a sequence of words i.e sentences, sequential may be time series data or sequential may sequence of pixels.

  Tags: SequentialDeepLearningRnn

• Decision Trees By Hemanth on Jan 1, 2020

  Important Terminology

  1. Root Node: The starting node of the tree.

  Tags: Machine LearningEnsemble Models

• Difference Between .iloc and .loc in Pandas By Hemanth on Jun 7, 2019

  Even though we can access the pandas data frame by the normal way (dataframe<column_name>.[index], we have another two ways to access the data frame.

  Tags: PandasDataFrame