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…4 min read·Aug 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.2 min read·May 23, 2021----
Dipanwita MallickinIWriteAsILearnHow do I use Dataset and DataLoaderEver wondered why we need Dataset and DataLoader in PyTorch2 min read·May 21, 2021----
Dipanwita MallickinIWriteAsILearnBuild your neural networkHow to build a basic neural network using PyTorch2 min read·May 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…2 min read·May 18, 2021----
Dipanwita MallickinIWriteAsILearnAuto gradients of tensor objectsHow do PyTorch’s tensor objects use built-in functionality to calculate gradients?1 min read·May 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…4 min read·Apr 5, 2021--3--3
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…5 min read·Dec 17, 2020----
Dipanwita MallickinAnalytics VidhyaInterpreting ACF or Auto-correlation plotTime series is linearly related to a lagged version of itself.4 min read·Nov 25, 2020--6--6
Dipanwita MallickinAnalytics VidhyaStationarity for Timeseries AnalysisTime series is stationary if it’s devoid of a trend or any seasonal effects.5 min read·Nov 20, 2020----
