Dipanwita MallickinIWriteAsILearnFinancial Statements 101Your Roadmap to Understanding Business HealthJul 19Jul 19
Dipanwita MallickinWanderingMyMindResetting Rhythms: Chasing Peace, Not ProductivityThat particular laid-back Saturday afternoon, after navigating through the usual weekend dance of chores — cleaning up the mess from the…Aug 27, 2023Aug 27, 2023
Dipanwita MallickinIWriteAsILearnUsing Sequential module to build a neural networkIn my previous post(follow link), I have talked about building your neural network using nn module offered by PyTorch.May 23, 2021May 23, 2021
Dipanwita MallickinIWriteAsILearnHow do I use Dataset and DataLoaderEver wondered why we need Dataset and DataLoader in PyTorchMay 21, 2021May 21, 2021
Dipanwita MallickinIWriteAsILearnBuild your neural networkHow to build a basic neural network using PyTorchMay 21, 2021May 21, 2021
Dipanwita MallickinIWriteAsILearnWhy do we need tensor objects over Numpy arrays for building Neural Network?When calculating the optimal weights we vary each weight by a small amount and understand the impact on reducing the overall loss value…May 18, 2021May 18, 2021
Dipanwita MallickinIWriteAsILearnAuto gradients of tensor objectsHow do PyTorch’s tensor objects use built-in functionality to calculate gradients?May 18, 2021May 18, 2021
Dipanwita MallickinWanderingMyMindJump-start your dayComing out of a 10-year-old relationship wasn’t easy. For the first few weeks, I carried an aching feeling inside me, losing interest in…Apr 5, 20213Apr 5, 20213
Dipanwita MallickinAnalytics VidhyaTimeseries forecasting using LSTMLSTM(long short-term memory networks) is a variant of RNN(Recurrent neural network), capable of learning long-term dependencies…Dec 17, 2020Dec 17, 2020
Dipanwita MallickinAnalytics VidhyaInterpreting ACF or Auto-correlation plotTime series is linearly related to a lagged version of itself.Nov 25, 20206Nov 25, 20206
