Highlights
- Pro
Pinned Loading
-
Dynamical-Isometry-from-Orthogonality-Neural-Nets
Dynamical-Isometry-from-Orthogonality-Neural-Nets PublicMathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on RNNs with SeqMNIST dataset.
-
Quantitative-Comparison-NLP-Embeddings-from-GloVe-to-RoBERTa
Quantitative-Comparison-NLP-Embeddings-from-GloVe-to-RoBERTa PublicFair 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.
-
Black-Scholes-Option-Pricing-Model
Black-Scholes-Option-Pricing-Model PublicBlack Scholes Option Pricing calculator with Greeks and implied volatility computations. Geometric Brownian Motion simulator with payoff value diagram and volatility smile plots. Java GUI.
-
Contextualized-Word-Vectors-CoVe-Learned-in-Translation
Contextualized-Word-Vectors-CoVe-Learned-in-Translation PublicCoVe embedding training from-scratch using biLSTM with attention with TensorFlow Neural Machine Translation API.
Jupyter Notebook 2
-
MLP-Numpy-Implementation-Gradient-Descent-Backpropagation
MLP-Numpy-Implementation-Gradient-Descent-Backpropagation PublicNumpy implementation from scratch of gradient descent and backpropagation for Multilayer Perceptron. Classification of MNIST digits task. Python GUI for digit-drawing.
Python 6
-
Time-Series-AR-Modelling-in-Cpp
Time-Series-AR-Modelling-in-Cpp PublicDeveloped a fast implementation of autoregressive models with fitting, ACF/PACF tests and forecasting.
C++ 10
If the problem persists, check the GitHub status page or contact support.