esterhlav Goto Github PK
Type: User
Bio: Machine Learning Software Engineer and Mathematics Graduate
Location: New York
Type: User
Bio: Machine Learning Software Engineer and Mathematics Graduate
Location: New York
Visualization techniques overview for CNNs - computer vision models, RNNs - natural language processing models, and generic explainability methods.
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.
CoVe embedding training from-scratch using biLSTM with attention with TensorFlow Neural Machine Translation API.
Harvard CSCI 33a
Mathematical consequences of orthogonal weights initialization and regularization in deep learning. Experiments with gain-adjusted orthogonal regularizer on RNNs with SeqMNIST dataset.
Example of nesting of components in Angular to create flashcards using a Materialize.js front end.
CS33A Project 1
PyTorch implementation of MLP and CNN for binary sentiment analysis classification using GloVe embeddings on Twitter dataset Sentiment140.
Open-source framework for standardized repositories recreation using salted graphs, cookie cutter and Luigi: proof of concept on Knowledge Graph prediction task.
Numpy implementation from scratch of gradient descent and backpropagation for Multilayer Perceptron. Classification of MNIST digits task. Python GUI for digit-drawing.
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.
Developed a fast implementation of autoregressive models with fitting, ACF/PACF tests and forecasting.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.