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Open-source framework for standardized repositories recreation using salted graphs, cookie cutter and Luigi: proof of concept on Knowledge Graph prediction task.
UpdatedAug 23, 2020 -
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PyTorch implementation of MLP and CNN for binary sentiment analysis classification using GloVe embeddings on Twitter dataset Sentiment140.
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Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on RNNs with SeqMNIST dataset.
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CoVe embedding training from-scratch using biLSTM with attention with TensorFlow Neural Machine Translation API.
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Visualization techniques overview for CNNs - computer vision models, RNNs - natural language processing models, and generic explainability methods.
2 UpdatedSep 8, 2019 -
Developed a fast implementation of autoregressive models with fitting, ACF/PACF tests and forecasting.
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Black Scholes Option Pricing calculator with Greeks and implied volatility computations. Geometric Brownian Motion simulator with payoff value diagram and volatility smile plots. Java GUI.
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Fair quantitative comparison of NLP embeddings from GloVe to RoBERTa with Sequential Bayesian Optimization fine-tuning using Flair and SentEval. Extension of HyperOpt library to log_b priors.
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Numpy implementation from scratch of gradient descent and backpropagation for Multilayer Perceptron. Classification of MNIST digits task. Python GUI for digit-drawing.
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flashcardsAngularMaterialize Public
Example of nesting of components in Angular to create flashcards using a Materialize.js front end.
TypeScript UpdatedMay 1, 2018