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NLP
NLP PublicImplemented projects from noncontextual word embeddings like Word2Vec to contextual word embeddings like ELMO, GPT, BERT to solving NLP tasks Sentence Level Classification (sentimental analysis & T…
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CV
CV PublicImplementation of algorithms like CNN, Vision Transformers, VAE, GAN, Diffusion .... for image data
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Convex-Unconstrained-NonLinear-Optimization-Algorithms
Convex-Unconstrained-NonLinear-Optimization-Algorithms PublicAnalytical and numerical techniques like gradient descent, genetic algorithm, ... to solve a convex unconstrained nonlinear optimization problem from scratchh without using any python library
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Tabular-Cross-Sectional-Modelling
Tabular-Cross-Sectional-Modelling PublicImplementation of algorithms such as normal equations, gradient descent, stochastic gradient descent, lasso regularization and ridge regularization from scratch and done linear as well as polynomia…
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Time-Series-Modelling
Time-Series-Modelling PublicPerformed literature survey on various architectures like FFNN, RNN, LSTM RNN, Gated RNN, and Transformers (SOTA Model) - unidirectional and bidirectional versions of all these, that can be used to…
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