Projects in Awesome Lists by jloveric

https://github.com/jloveric/sentencesimilarity

Javascript/Nodejs sentence similarity. Produces several measures of similarity based on fuzzy matching and a similarity matrix.

Last synced: 19 Dec 2024

https://github.com/jloveric/high-order-layers-torch

High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected and convolutional layers included.

chebyshev-polynomials deeplearning discontinuous fluid-dynamics fourier-series grid high-order-methods hp-refinement implicit-representions lagrange-polynomial-interpolation piecewise-polynomial pytorch pytorch-lightning sparse-network spline

Last synced: 19 Dec 2024

https://github.com/jloveric/neuralchatbot

A client side chat bot that uses tensorflow sentence embeddings for intent identification

Last synced: 19 Dec 2024

https://github.com/jloveric/forward-forward

forward forward algorithm

Last synced: 06 Apr 2025

https://github.com/jloveric/neuralphrasex

Mixed neural network / fuzzy similarity based phrase database matching. Uses universal sentence embeddings from Tensorflow combined with KNN and fuzzy similarity to perform slot filling based on a list of potential phrases. The approach allows for one shot learning and the efficiency will be determined by KNN (or other approximate nearest neighbor). The name "PhraseX" comes from "Regex", as it is a more flexible way of matching phrases than using regex and better suited for natural language.

Last synced: 19 Dec 2024

https://github.com/jloveric/high-order-implicit-representation

Implicit representation of various things using PyTorch and high order layers

coordinate-mlp discontinuous-polynomial-network fourier-series-network high-order-methods implicit-representions kan lagrange-interpolation neural-network piecewise-polynomial piecewise-polynomial-network pytorch

Last synced: 06 Apr 2025

https://github.com/jloveric/neuralsentencesearch

Sentence search using Tensorflow sentence embeddings that works in the browser.

Last synced: 19 Dec 2024

https://github.com/jloveric/high-order-layers

Tensorflow layers using piecewise Lagrange polynomials and Fourier series.

chebyshev-polynomial fourier-series lagrange-interpolation machine-learning-algorithms piecewise-polynomial python tensorflow tensorflow-layers

Last synced: 19 Dec 2024

https://github.com/jloveric/neural-network-pdes

Neural Network Implicit Representation of Partial Differential Equations

euler-equations fluid-dynamics gas-dynamics high-order-networks implicit-representation kan neural-networks pde sirens sod-shock-tube

Last synced: 19 Dec 2024

https://github.com/jloveric/slotfiller

SlotFiller fills in slots in sentences through fuzzy pattern matching based on the SentenceSimilarity tool. This is very useful for extracting information from sentences/statements for chatbots but could also be used for more general information extraction.

Last synced: 19 Dec 2024

https://github.com/jloveric/similarityscore

Node.js collection of (hybrid) similarity scores for use in my SentenceSimilarity repository.

Last synced: 19 Dec 2024

https://github.com/jloveric/language-interpolation

Experiments in language interpolation with high order sparse neural networks

deep-learning gutenberg high-order-methods kan lion mamba natural-language-processing piecewise-polynomial pytorch-lightning sparse-mlp sparse-network

Last synced: 12 Feb 2025

Last synced: 06 Apr 2025

Last synced: 29 Mar 2025

https://github.com/jloveric/mojo-playground

Experimenting with the mojo language

mojo poetry pytorch

Last synced: 06 Apr 2025